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INFORMATIONAL
Internet Engineering Task Force (IETF)                  K. Moriarty, Ed.Request for Comments: 8404                                      Dell EMCCategory: Informational                                   A. Morton, Ed.ISSN: 2070-1721                                                AT&T Labs                                                               July 2018Effects of Pervasive Encryption on OperatorsAbstract   Pervasive monitoring attacks on the privacy of Internet users are of   serious concern to both user and operator communities.RFC 7258   discusses the critical need to protect users' privacy when developing   IETF specifications and also recognizes that making networks   unmanageable to mitigate pervasive monitoring is not an acceptable   outcome: an appropriate balance is needed.  This document discusses   current security and network operations as well as management   practices that may be impacted by the shift to increased use of   encryption to help guide protocol development in support of   manageable and secure networks.Status of This Memo   This document is not an Internet Standards Track specification; it is   published for informational purposes.   This document is a product of the Internet Engineering Task Force   (IETF).  It has been approved for publication by the Internet   Engineering Steering Group (IESG).  Not all documents approved by the   IESG are candidates for any level of Internet Standard; seeSection 2   of RFC 7841.   Information about the current status of this document, any errata,   and how to provide feedback on it may be obtained athttps://www.rfc-editor.org/info/rfc8404.Moriarty & Morton             Informational                     [Page 1]

RFC 8404                  Effects of Encryption                July 2018Copyright Notice   Copyright (c) 2018 IETF Trust and the persons identified as the   document authors.  All rights reserved.   This document is subject toBCP 78 and the IETF Trust's Legal   Provisions Relating to IETF Documents   (https://trustee.ietf.org/license-info) in effect on the date of   publication of this document.  Please review these documents   carefully, as they describe your rights and restrictions with respect   to this document.  Code Components extracted from this document must   include Simplified BSD License text as described in Section 4.e of   the Trust Legal Provisions and are provided without warranty as   described in the Simplified BSD License.Table of Contents1.  Introduction  . . . . . . . . . . . . . . . . . . . . . . . .31.1.  Additional Background on Encryption Changes . . . . . . .51.2.  Examples of Attempts to Preserve Functions  . . . . . . .72.  Network Service Provider Monitoring Practices . . . . . . . .82.1.  Passive Monitoring  . . . . . . . . . . . . . . . . . . .82.1.1.  Traffic Surveys . . . . . . . . . . . . . . . . . . .82.1.2.  Troubleshooting . . . . . . . . . . . . . . . . . . .92.1.3.  Traffic-Analysis Fingerprinting . . . . . . . . . . .112.2.  Traffic Optimization and Management . . . . . . . . . . .122.2.1.  Load Balancers  . . . . . . . . . . . . . . . . . . .12       2.2.2.  Differential Treatment Based on Deep Packet               Inspection (DPI)  . . . . . . . . . . . . . . . . . .142.2.3.  Network-Congestion Management . . . . . . . . . . . .162.2.4.  Performance-Enhancing Proxies . . . . . . . . . . . .16       2.2.5.  Caching and Content Replication near the Network Edge  172.2.6.  Content Compression . . . . . . . . . . . . . . . . .182.2.7.  Service Function Chaining . . . . . . . . . . . . . .182.3.  Content Filtering, Network Access, and Accounting . . . .192.3.1.  Content Filtering . . . . . . . . . . . . . . . . . .192.3.2.  Network Access and Data Usage . . . . . . . . . . . .202.3.3.  Application Layer Gateways (ALGs) . . . . . . . . . .212.3.4.  HTTP Header Insertion . . . . . . . . . . . . . . . .223.  Encryption in Hosting and Application SP Environments . . . .233.1.  Management-Access Security  . . . . . . . . . . . . . . .233.1.1.  Monitoring Customer Access  . . . . . . . . . . . . .243.1.2.  SP Content Monitoring of Applications . . . . . . . .243.2.  Hosted Applications . . . . . . . . . . . . . . . . . . .263.2.1.  Monitoring Managed Applications . . . . . . . . . . .273.2.2.  Mail Service Providers  . . . . . . . . . . . . . . .273.3.  Data Storage  . . . . . . . . . . . . . . . . . . . . . .283.3.1.  Object-Level Encryption . . . . . . . . . . . . . . .28Moriarty & Morton             Informational                     [Page 2]

RFC 8404                  Effects of Encryption                July 20183.3.2.  Disk Encryption, Data at Rest (DAR) . . . . . . . . .293.3.3.  Cross-Data-Center Replication Services  . . . . . . .294.  Encryption for Enterprises  . . . . . . . . . . . . . . . . .304.1.  Monitoring Practices of the Enterprise  . . . . . . . . .304.1.1.  Security Monitoring in the Enterprise . . . . . . . .31       4.1.2.  Monitoring Application Performance in the Enterprise   32       4.1.3.  Diagnostics and Troubleshooting for Enterprise               Networks  . . . . . . . . . . . . . . . . . . . . . .334.2.  Techniques for Monitoring Internet-Session Traffic  . . .345.  Security Monitoring for Specific Attack Types . . . . . . . .365.1.  Mail Abuse and Spam . . . . . . . . . . . . . . . . . . .375.2.  Denial of Service . . . . . . . . . . . . . . . . . . . .375.3.  Phishing  . . . . . . . . . . . . . . . . . . . . . . . .385.4.  Botnets . . . . . . . . . . . . . . . . . . . . . . . . .395.5.  Malware . . . . . . . . . . . . . . . . . . . . . . . . .395.6.  Spoofed-Source IP Address Protection  . . . . . . . . . .395.7.  Further Work  . . . . . . . . . . . . . . . . . . . . . .396.  Application-Based Flow Information Visible to a Network . . .406.1.  IP Flow Information Export  . . . . . . . . . . . . . . .406.2.  TLS Server Name Indication  . . . . . . . . . . . . . . .406.3.  Application-Layer Protocol Negotiation (ALPN) . . . . . .416.4.  Content Length, Bitrate, and Pacing . . . . . . . . . . .427.  Effect of Encryption on the Evolution of Mobile Networks  . .428.  Response to Increased Encryption and Looking Forward  . . . .439.  Security Considerations . . . . . . . . . . . . . . . . . . .4310. IANA Considerations . . . . . . . . . . . . . . . . . . . . .4411. Informative References  . . . . . . . . . . . . . . . . . . .44   Acknowledgements  . . . . . . . . . . . . . . . . . . . . . . . .53   Authors' Addresses  . . . . . . . . . . . . . . . . . . . . . . .531.  Introduction   In response to pervasive monitoring revelations and the IETF   consensus that pervasive monitoring is an attack [RFC7258], efforts   are underway to increase encryption of Internet traffic.  Pervasive   monitoring is of serious concern to users, operators, and application   providers.RFC 7258 discusses the critical need to protect users'   privacy when developing IETF specifications and also recognizes that   making networks unmanageable to mitigate pervasive monitoring is not   an acceptable outcome; rather, an appropriate balance would emerge   over time.   This document describes practices currently used by network operators   to manage, operate, and secure their networks and how those practices   may be impacted by a shift to increased use of encryption.  It   provides network operators' perspectives about the motivations and   objectives of those practices as well as effects anticipated by   operators as use of encryption increases.  It is a summary ofMoriarty & Morton             Informational                     [Page 3]

RFC 8404                  Effects of Encryption                July 2018   concerns of the operational community as they transition to managing   networks with less visibility.  This document does not endorse the   use of the practices described herein, nor does it aim to provide a   comprehensive treatment of the effects of current practices, some of   which have been considered controversial from a technical or business   perspectives or contradictory to previous IETF statements (e.g.,   [RFC1958], [RFC1984], and [RFC2804]).  The following RFCs consider   the end-to-end (e2e) architectural principle to be a guiding   principle for the development of Internet protocols [RFC2775]   [RFC3724] [RFC7754].   This document aims to help IETF participants understand network   operators' perspectives about the impact of pervasive encryption,   both opportunistic and strong end-to-end encryption, on operational   practices.  The goal is to help inform future protocol development to   ensure that operational impact is part of the conversation.  Perhaps   new methods could be developed to accomplish some of the goals of   current practices despite changes in the extent to which cleartext   will be available to network operators (including methods that rely   on network endpoints where applicable).  Discussion of current   practices and the potential future changes is provided as a   prerequisite to potential future cross-industry and cross-layer work   to support the ongoing evolution towards a functional Internet with   pervasive encryption.   Traditional network management, planning, security operations, and   performance optimization have been developed on the Internet where a   large majority of data traffic flows without encryption.  While   unencrypted traffic has made information that aids operations and   troubleshooting at all layers accessible, it has also made pervasive   monitoring by unseen parties possible.  With broad support and   increased awareness of the need to consider privacy in all aspects   across the Internet, it is important to catalog existing management,   operational, and security practices that have depended upon the   availability of cleartext to function and to explore if critical   operational practices can be met by less-invasive means.   This document refers to several different forms of Service Providers   (SPs).  For example, network service providers (or network operators)   provide IP-packet transport primarily, though they may bundle other   services with packet transport.  Alternatively, application service   providers primarily offer systems that participate as an endpoint in   communications with the application user and hosting service   providers lease computing, storage, and communications systems in   data centers.  In practice, many companies perform two or more   service provider roles but may be historically associated with one.Moriarty & Morton             Informational                     [Page 4]

RFC 8404                  Effects of Encryption                July 2018   This document includes a sampling of current practices and does not   attempt to describe every nuance.  Some sections cover technologies   used over a broad spectrum of devices and use cases.1.1.  Additional Background on Encryption Changes   Pervasive encryption in this document refers to all types of session   encryption including Transport Layer Security (TLS), IP Security   (IPsec), TCPcrypt [TCPcrypt], QUIC [QUIC] (IETF's specification of   Google's QUIC), and others that are increasingly deployed.  It is   well understood that session encryption helps to prevent both passive   and active attacks on transport protocols; more on pervasive   monitoring can be found in "Confidentiality in the Face of Pervasive   Surveillance: A Threat Model and Problem Statement" [RFC7624].   Active attacks have long been a motivation for increased encryption,   and preventing pervasive monitoring became a focus just a few years   ago.  As such, the Internet Architecture Board (IAB) released a   statement advocating for increased use of encryption in November 2014   (see <https://www.iab.org/2014/11/14/iab-statement-on-internet-confidentiality/>).  Perspectives on encryption paradigms have   shifted over time to make ease of deployment a high priority and to   balance that against providing the maximum possible level of   security, regardless of deployment considerations.   One such shift is documented in Opportunistic Security (OS)   [RFC7435], which suggests that when use of authenticated encryption   is not possible, cleartext sessions should be upgraded to   unauthenticated session encryption, rather than no encryption.  OS   encourages upgrading from cleartext but cannot require or guarantee   such upgrades.  Once OS is used, it allows for an evolution to   authenticated encryption.  These efforts are necessary to improve an   end user's expectation of privacy, making pervasive monitoring cost   prohibitive.  With OS in use, active attacks are still possible on   unauthenticated sessions.  OS has been implemented as NULL   Authentication with IPsec [RFC7619], and there are a number of   infrastructure use cases such as server-to-server encryption where   this mode is deployed.  While OS is helpful in reducing pervasive   monitoring by increasing the cost to monitor, it is recognized that   risk profiles for some applications require authenticated and secure   session encryption as well prevention of active attacks.  IPsec, and   other session encryption protocols, with authentication has many   useful applications, and usage has increased for infrastructure   applications such as for virtual private networks between data   centers.  OS, as well as other protocol developments like the   Automated Certificate Management Environment (ACME), have increased   the usage of session encryption on the Internet.Moriarty & Morton             Informational                     [Page 5]

RFC 8404                  Effects of Encryption                July 2018   Risk profiles vary and so do the types of session encryption   deployed.  To understand the scope of changes in visibility, a few   examples are highlighted.  Work continues to improve the   implementation, development, and configuration of TLS and DTLS   sessions to prevent active attacks used to monitor or intercept   session data.  The changes from TLS 1.2 to 1.3 enhance the security   of TLS, while hiding more of the session negotiation and providing   less visibility on the wire.  The Using TLS in Applications (UTA)   Working Group has been publishing documentation to improve the   security of TLS and DTLS sessions.  They have documented the known   attack vectors in [RFC7457], have documented best practices for TLS   and DTLS in [RFC7525], and have other documents in development.  The   recommendations from these documents were built upon for TLS 1.3 to   provide a more inherently secure end-to-end protocol.   In addition to encrypted website access (HTTP over TLS), there are   other well-deployed application-level transport encryption efforts   such as MTA-to-MTA (mail transfer agent) session encryption transport   for email (SMTP over TLS) and gateway-to-gateway for instant   messaging (the Extensible Messaging and Presence Protocol (XMPP) over   TLS).  Although this does provide protection from transport-layer   attacks, the servers could be a point of vulnerability if user-to-   user encryption is not provided for these messaging protocols.   User-to-user content encryption schemes, such as S/MIME and Pretty   Good Privacy (PGP) for email and Off-the-Record (OTR) encryption for   XMPP are used by those interested in protecting their data as it   crosses intermediary servers, preventing transport-layer attacks by   providing an end-to-end solution.  User-to-user schemes are under   review, and additional options will emerge to ease the configuration   requirements, making this type of option more accessible to   non-technical users interested in protecting their privacy.   Increased use of encryption, either opportunistic or authenticated,   at the transport, network, or application layer, impacts how networks   are operated, managed, and secured.  In some cases, new methods to   operate, manage, and secure networks will evolve in response.  In   other cases, currently available capabilities for monitoring or   troubleshooting networks could become unavailable.  This document   lists a collection of functions currently employed by network   operators that may be impacted by the shift to increased use of   encryption.  This document does not attempt to specify responses or   solutions to these impacts; it documents the current state.Moriarty & Morton             Informational                     [Page 6]

RFC 8404                  Effects of Encryption                July 20181.2.  Examples of Attempts to Preserve Functions   Following the Snowden [Snowden] revelations, application service   providers (Yahoo, Google, etc.) responded by encrypting traffic   between their data centers (IPsec) to prevent passive monitoring from   taking place unbeknownst to them.  Infrastructure traffic carried   over the public Internet has been encrypted for some time; this   change for universal encryption was specific to their private   backbones.  Large mail service providers also began to encrypt   session transport (TLS) to hosted mail services.  This and other   increases in the use of encryption had the immediate effect of   providing confidentiality and integrity for protected data, but it   created a problem for some network-management functions.  Operators   could no longer gain access to some session streams resulting in   actions by several to regain their operational practices that   previously depended on cleartext data sessions.   The Electronic Frontier Foundation (EFF) reported [EFF2014] several   network service providers using a downgrade attack to prevent the use   of SMTP over TLS by breaking STARTTLS (Section 3.2 of [RFC7525]),   essentially preventing the negotiation process resulting in fallback   to the use of cleartext.  There have already been documented cases of   service providers preventing STARTTLS to avoid session encryption   negotiation on some sessions.  Doing so allows them to inject a super   cookie that enables advertisers to track users; these actions are   also considered an attack.  These serve as examples of undesirable   behavior that could be prevented through upfront discussions in   protocol work for operators and protocol designers to understand the   implications of such actions.  In other cases, some service providers   and enterprises have relied on middleboxes having access to cleartext   for load-balancing, monitoring for attack traffic, meeting regulatory   requirements, or other purposes.  The implications for enterprises   that own the data on their networks or that have explicit agreements   that permit the monitoring of user traffic are very different from   those for service providers who may be accessing content in a way   that violates privacy considerations.  Additionally, service provider   equipment is designed for accessing only the headers exposed for the   data-link, network, and transport layers.  Delving deeper into   packets is possible, but there is typically a high degree of accuracy   from the header information and packet sizes when limited to header   information from these three layers.  Service providers also have the   option of adding routing overlay protocols to traffic.  These   middlebox implementations, performing functions either considered   legitimate by the IETF or not, have been impacted by increases in   encrypted traffic.  Only methods keeping with the goal of balancing   network management and pervasive monitoring mitigation as discussed   in [RFC7258] should be considered in work toward a solution resulting   from this document.Moriarty & Morton             Informational                     [Page 7]

RFC 8404                  Effects of Encryption                July 2018   It is well known that national surveillance programs monitor traffic   for criminal activities [JNSLP] [RFC2804] [RFC7258].  Governments   vary on their balance between monitoring versus the protection of   user privacy, data, and assets.  Those that favor unencrypted access   to data ignore the real need to protect users' identities, financial   transactions, and intellectual property (which require security and   encryption to prevent crime).  A clear understanding of technology,   encryption, and monitoring goals will aid in the development of   solutions as work continues towards finding an appropriate balance   that allows for management while protecting user privacy with strong   encryption solutions.2.  Network Service Provider Monitoring Practices   Service providers, for this definition, include the backbone ISPs as   well as those providing infrastructure at scale for core Internet use   (hosted infrastructure and services such as email).   Network service providers use various techniques to operate, manage,   and secure their networks.  The following subsections detail the   purpose of several techniques as well as which protocol fields are   used to accomplish each task.  In response to increased encryption of   these fields, some network service providers may be tempted to   undertake undesirable security practices in order to gain access to   the fields in unencrypted data flows.  To avoid this situation, new   methods could be developed to accomplish the same goals without   service providers having the ability to see session data.2.1.  Passive Monitoring2.1.1.  Traffic Surveys   Internet traffic surveys are useful in many pursuits, such as input   for studies of the Center for Applied Internet Data Analysis (CAIDA)   [CAIDA], network planning, and optimization.  Tracking the trends in   Internet traffic growth, from earlier peer-to-peer communication to   the extensive adoption of unicast video streaming applications, has   relied on a view of traffic composition with a particular level of   assumed accuracy, based on access to cleartext by those conducting   the surveys.   Passive monitoring makes inferences about observed traffic using the   maximal information available and is subject to inaccuracies stemming   from incomplete sampling (of packets in a stream) or loss due to   monitoring-system overload.  When encryption conceals more layers in   each packet, reliance on pattern inferences and other heuristics   grows and accuracy suffers.  For example, the traffic patterns   between server and browser are dependent on browser supplier andMoriarty & Morton             Informational                     [Page 8]

RFC 8404                  Effects of Encryption                July 2018   version, even when the sessions use the same server application   (e.g., web email access).  It remains to be seen whether more complex   inferences can be mastered to produce the same monitoring accuracy.2.1.2.  Troubleshooting   Network operators use protocol-dissecting analyzers when responding   to customer problems, to identify the presence of attack traffic, and   to identify root causes of the problem such as misconfiguration.  In   limited cases, packet captures may also be used when a customer   approves of access to their packets or provides packet captures close   to the endpoint.  The protocol dissection is generally limited to   supporting protocols (e.g., DNS and DHCP), network and transport   (e.g., IP and TCP), and some higher-layer protocols (e.g., RTP and   the RTP Control Protocol (RTCP)).  Troubleshooting will move closer   to the endpoint with increased encryption and adjustments in   practices to effectively troubleshoot using a 5-tuple may require   education.  Packet-loss investigations, and those where access is   limited to a 2-tuple (IPsec tunnel mode), rely on network and   transport-layer headers taken at the endpoint.  In this case,   captures on intermediate nodes are not reliable as there are far too   many cases of aggregate interfaces and alternate paths in service   provider networks.   Network operators are often the first ones called upon to investigate   application problems (e.g., "my HD video is choppy"), to first rule   out network and network services as a cause for the underlying issue.   When diagnosing a customer problem, the starting point may be a   particular application that isn't working.  The ability to identify   the problem application's traffic is important, and packet capture   provided from the customer close to the edge may be used for this   purpose; IP address filtering is not useful for applications using   Content Delivery Networks (CDNs) or cloud providers.  After   identifying the traffic, an operator may analyze the traffic   characteristics and routing of the traffic.  This diagnostic step is   important to help determine the root cause before exploring if the   issue is directly with the application.   For example, by investigating packet loss (from TCP sequence and   acknowledgement numbers), Round-Trip Time (RTT) (from TCP timestamp   options or application-layer transactions, e.g., DNS or HTTP response   time), TCP receive-window size, packet corruption (from checksum   verification), inefficient fragmentation, or application-layer   problems, the operator can narrow the problem to a portion of the   network, server overload, client or server misconfiguration, etc.   Network operators may also be able to identify the presence of attackMoriarty & Morton             Informational                     [Page 9]

RFC 8404                  Effects of Encryption                July 2018   traffic as not conforming to the application the user claims to be   using.  In many instances, the exposed packet header is sufficient   for this type of troubleshooting.   One way of quickly excluding the network as the bottleneck during   troubleshooting is to check whether the speed is limited by the   endpoints.  For example, the connection speed might instead be   limited by suboptimal TCP options, the sender's congestion window,   the sender temporarily running out of data to send, the sender   waiting for the receiver to send another request, or the receiver   closing the receive window.  All this information can be derived from   the cleartext TCP header.   Packet captures and protocol-dissecting analyzers have been important   tools.  Automated monitoring has also been used to proactively   identify poor network conditions, leading to maintenance and network   upgrades before user experience declines.  For example, findings of   loss and jitter in Voice over IP (VoIP) traffic can be a predictor of   future customer dissatisfaction (supported by metadata from RTP/RTCP)   [RFC3550], or increases in DNS response time can generally make   interactive web browsing appear sluggish.  But, to detect such   problems, the application or service stream must first be   distinguished from others.   When increased encryption is used, operators lose a source of data   that may be used to debug user issues.  For example, IPsec obscures   TCP and RTP header information, while TLS and the Secure Real-time   Transport Protocol (SRTP) do not.  Because of this, application-   server operators using increased encryption might be called upon more   frequently to assist with debugging and troubleshooting; thus, they   may want to consider what tools can be put in the hands of their   clients or network operators.   Further, the performance of some services can be more efficiently   managed and repaired when information on user transactions is   available to the service provider.  It may be possible to continue   transaction-monitoring activities without cleartext access to the   application layers of interest; however, inaccuracy will increase and   efficiency of repair activities will decrease.  For example, an   application-protocol error or failure would be opaque to network   troubleshooters when transport encryption is applied, making root   cause location more difficult and, therefore, increasing the time to   repair.  Repair time directly reduces the availability of the   service, and most network operators have made availability a key   metric in their Service Level Agreements (SLAs) and/or subscription   rebates.  Also, there may be more cases of user-communication   failures when the additional encryption processes are introduced   (e.g., key management at large scale), leading to more customerMoriarty & Morton             Informational                    [Page 10]

RFC 8404                  Effects of Encryption                July 2018   service contacts and (at the same time) less information available to   network-operation repair teams.   In mobile networks, knowledge about TCP's stream transfer progress   (by observing ACKs, retransmissions, packet drops, and the Sector   Utilization Level, etc.) is further used to measure the performance   of network segments (sector, eNodeB (eNB), etc.).  This information   is used as key performance indicators (KPIs) and for the estimation   of user/service key quality indicators at network edges for circuit   emulation (CEM) as well as input for mitigation methods.  If the   makeup of active services per user and per sector are not visible to   a server that provides Internet Access Point Names (APNs), it cannot   perform mitigation functions based on network segment view.   It is important to note that the push for encryption by application   providers has been motivated by the application of the described   techniques.  Although network operators have noted performance   improvements with network-based optimization or enhancement of user   traffic (otherwise, deployment would not have occurred), application   providers have likewise noted some degraded performance and/or user   experience, and such cases may result in additional operator   troubleshooting.  Further, encrypted application streams might avoid   outdated optimization or enhancement techniques, where they exist.   A gap exists for vendors where built-in diagnostics and   serviceability are not adequate to provide detailed logging and   debugging capabilities that, when possible, could be accessed with   cleartext network parameters.  In addition to traditional logging and   debugging methods, packet tracing and inspection along the service   path provides operators the visibility to continue to diagnose   problems reported both internally and by their customers.  Logging of   service path upon exit for routing overlay protocols will assist with   policy management and troubleshooting capabilities for traffic flows   on encrypted networks.  Protocol trace logging and protocol data unit   (PDU) logging should also be considered to improve visibility to   monitor and troubleshoot application-level traffic.  Additional work   on this gap would assist network operators to better troubleshoot and   manage networks with increasing amounts of encrypted traffic.2.1.3.  Traffic-Analysis Fingerprinting   Fingerprinting is used in traffic analysis and monitoring to identify   traffic streams that match certain patterns.  This technique can be   used with both cleartext and encrypted sessions.  Some Distributed   Denial-of-Service (DDoS) prevention techniques at the network-   provider level rely on the ability to fingerprint traffic in order to   mitigate the effect of this type of attack.  Thus, fingerprinting may   be an aspect of an attack or part of attack countermeasures.Moriarty & Morton             Informational                    [Page 11]

RFC 8404                  Effects of Encryption                July 2018   A common, early trigger for DDoS mitigation includes observing   uncharacteristic traffic volumes or sources, congestion, or   degradation of a given network or service.  One approach to mitigate   such an attack involves distinguishing attacker traffic from   legitimate user traffic.  The ability to examine layers and payloads   above transport provides an increased range of filtering   opportunities at each layer in the clear.  If fewer layers are in the   clear, this means that there are reduced filtering opportunities   available to mitigate attacks.  However, fingerprinting is still   possible.   Passive monitoring of network traffic can lead to invasion of privacy   by external actors at the endpoints of the monitored traffic.   Encryption of traffic end to end is one method to obfuscate some of   the potentially identifying information.  For example, browser   fingerprints are comprised of many characteristics, including User   Agents, HTTP Accept headers, browser plug-in details, screen size and   color details, system fonts, and time zones.  A monitoring system   could easily identify a specific browser, and by correlating other   information, identify a specific user.2.2.  Traffic Optimization and Management2.2.1.  Load Balancers   A standalone load balancer is a function one can take off the shelf,   place in front of a pool of servers, and configure appropriately, and   it will balance the traffic load among servers in the pool.  This is   a typical setup for load balancers.  Standalone load balancers rely   on the plainly observable information in the packets they are   forwarding and industry-accepted standards in interpreting the   plainly observable information.  Typically, this is a 5-tuple of the   connection.  This type of configuration terminates TLS sessions at   the load balancer, making it the endpoint instead of the server.   Standalone load balancers are considered middleboxes, but they are an   integral part of server infrastructure that scales.   In contrast, an integrated load balancer is developed to be an   integral part of the service provided by the server pool behind that   load balancer.  These load balancers can communicate state with their   pool of servers to better route flows to the appropriate servers.   They rely on non-standard, system-specific information and   operational knowledge shared between the load balancer and its   servers.   Both standalone and integrated load balancers can be deployed in   pools for redundancy and load sharing.  For high availability, it is   important that when packets belonging to a flow start to arrive at aMoriarty & Morton             Informational                    [Page 12]

RFC 8404                  Effects of Encryption                July 2018   different load balancer in the load-balancer pool, the packets   continue to be forwarded to the original server in the server pool.   The importance of this requirement increases as the chance of such a   load balancer change event increases.   Mobile operators deploy integrated load balancers to assist with   maintaining connection state as devices migrate.  With the   proliferation of mobile connected devices, there is an acute need for   connection-oriented protocols that maintain connections after a   network migration by an endpoint.  This connection persistence   provides an additional challenge for multihomed anycast-based   services typically employed by large content owners and CDNs.  The   challenge is that a migration to a different network in the middle of   the connection greatly increases the chances of the packets routed to   a different anycast point of presence (POP) due to the new network's   different connectivity and Internet peering arrangements.  The load   balancer in the new POP, potentially thousands of miles away, will   not have information about the new flow and would not be able to   route it back to the original POP.   To help with the endpoint network migration challenges, anycast   service operations are likely to employ integrated load balancers   that, in cooperation with their pool servers, are able to ensure that   client-to-server packets contain some additional identification in   plainly observable parts of the packets (in addition to the 5-tuple).   As noted inSection 2 of [RFC7258], careful consideration in protocol   design to mitigate pervasive monitoring is important, while ensuring   manageability of the network.   An area for further research includes end-to-end solutions that would   provide a simpler architecture and that may solve the issue with CDN   anycast.  In this case, connections would be migrated to a CDN   unicast address.   Current protocols, such as TCP, allow the development of stateless   integrated load balancers by availing such load balancers of   additional plaintext information in client-to-server packets.  In   case of TCP, such information can be encoded by having server-   generated sequence numbers (that are ACKed by the client), segment   values, lengths of the packet sent, etc.  The use of some of these   mechanisms for load balancing negates some of the security   assumptions associated with those primitives (e.g., that an off-path   attacker guessing valid sequence numbers for a flow is hard).   Another possibility is a dedicated mechanism for storing load-   balancer state, such as QUIC's proposed connection ID to provide   visibility to the load balancer.  An identifier could be used for   tracking purposes, but this may provide an option that is an   improvement from bolting it on to an unrelated transport signal.Moriarty & Morton             Informational                    [Page 13]

RFC 8404                  Effects of Encryption                July 2018   This method allows for tight control by one of the endpoints and can   be rotated to avoid roving client linkability: in other words, being   a specific, separate signal, it can be governed in a way that is   finely targeted at that specific use case.   Some integrated load balancers have the ability to use additional   plainly observable information even for today's protocols that are   not network-migration tolerant.  This additional information allows   for improved availability and scalability of the load-balancing   operation.  For example, BGP reconvergence can cause a flow to switch   anycast POPs, even without a network change by any endpoint.   Additionally, a system that is able to encode the identity of the   pool server in plaintext information available in each incoming   packet is able to provide stateless load balancing.  This ability   confers great reliability and scalability advantages, even if the   flow remains in a single POP, because the load-balancing system is   not required to keep state of each flow.  Even more importantly,   there's no requirement to continuously synchronize such state among   the pool of load balancers.  An integrated load balancer repurposing   limited existing bits in transport-flow state must maintain and   synchronize per-flow state occasionally: using the sequence number as   a cookie only works for so long given that there aren't that many   bits available to divide across a pool of machines.   Mobile operators apply 3GPP Self-Organizing Networks (SONs) for   intelligent workflows such as content-aware Mobility Load Balancing   (MLB).  Where network load balancers have been configured to route   according to application-layer semantics, an encrypted payload is   effectively invisible.  This has resulted in practices of   intercepting TLS in front of load balancers to regain that   visibility, but at a cost to security and privacy.   In future Network Function Virtualization (NFV) architectures, load-   balancing functions are likely to be more prevalent (deployed at   locations throughout operators' networks).  NFV environments will   require some type of identifier (IPv6 flow identifiers, the proposed   QUIC connection ID, etc.) for managing traffic using encrypted   tunnels.  The shift to increased encryption will have an impact on   visibility of flow information and will require adjustments to   perform similar load-balancing functions within an NFV.2.2.2.  Differential Treatment Based on Deep Packet Inspection (DPI)   Data transfer capacity resources in cellular radio networks tend to   be more constrained than in fixed networks.  This is a result of   variance in radio signal strength as a user moves around a cell, the   rapid ingress and egress of connections as users hand off between   adjacent cells, and temporary congestion at a cell.  Mobile networksMoriarty & Morton             Informational                    [Page 14]

RFC 8404                  Effects of Encryption                July 2018   alleviate this by queuing traffic according to its required bandwidth   and acceptable latency: for example, a user is unlikely to notice a   20 ms delay when receiving a simple web page or email, or an instant   message response, but will very likely notice a rebuffering pause in   a video playback or a VoIP call de-jitter buffer.  Ideally, the   scheduler manages the queue so that each user has an acceptable   experience as conditions vary, but inferences of the traffic type   have been used to make bearer assignments and set scheduler priority.   Deep Packet Inspection (DPI) allows identification of applications   based on payload signatures, in contrast to trusting well-known port   numbers.  Application- and transport-layer encryption make the   traffic type estimation more complex and less accurate; therefore, it   may not be effectual to use this information as input for queue   management.  With the use of WebSockets [RFC6455], for example, many   forms of communications (from isochronous/real-time to bulk/elastic   file transfer) will take place over HTTP port 80 or port 443, so only   the messages and higher-layer data will make application   differentiation possible.  If the monitoring system sees only "HTTP   port 443", it cannot distinguish application streams that would   benefit from priority queuing from others that would not.   Mobile networks especially rely on content-/application-based   prioritization of Over-the-Top (OTT) services -- each application   type or service has different delay/loss/throughput expectations, and   each type of stream will be unknown to an edge device if encrypted.   This impedes dynamic QoS adaptation.  An alternate way to achieve   encrypted application separation is possible when the User Equipment   (UE) requests a dedicated bearer for the specific application stream   (known by the UE), using a mechanism such as the one described inSection 6.5 of 3GPP TS 24.301 [TS3GPP].  The UE's request includes   the Quality Class Indicator (QCI) appropriate for each application,   based on their different delay/loss/throughput expectations.   However, UE requests for dedicated bearers and QCI may not be   supported at the subscriber's service level, or in all mobile   networks.   These effects and potential alternative solutions have been discussed   at the accord BoF [ACCORD] at IETF 95.   This section does not consider traffic discrimination by service   providers related to Net Neutrality, where traffic may be favored   according to the service provider's preference as opposed to the   user's preference.  These use cases are considered out of scope for   this document as controversial practices.Moriarty & Morton             Informational                    [Page 15]

RFC 8404                  Effects of Encryption                July 20182.2.3.  Network-Congestion Management   For 3GPP User Plane Congestion Management (UPCON) [UPCON], the   ability to understand content and manage networks during periods of   congestion is the focus.  Mitigating techniques such as deferred   download, off-peak acceleration, and outbound roamers are a few   examples of the areas explored in the associated 3GPP documents.  The   documents describe the issues, describe the data utilized in managing   congestion, and make policy recommendations.2.2.4.  Performance-Enhancing Proxies   Performance-enhancing TCP proxies may perform local retransmission at   the network edge; this also applies to mobile networks.  In TCP,   duplicated ACKs are detected and potentially concealed when the proxy   retransmits a segment that was lost on the mobile link without   involvement of the far end (seeSection 2.1.1 of [RFC3135] and   Section 3.5 of [MIDDLEBOXES]).   Operators report that this optimization at network edges improves   real-time transmission over long-delay Internet paths or networks   with large capacity variation (such as mobile/cellular networks).   However, such optimizations can also cause problems with performance,   for example, if the characteristics of some packet streams begin to   vary significantly from those considered in the proxy design.   In general, some operators have stated that performance-enhancing   proxies have a lower RTT to the client; therefore, they determine the   responsiveness of flow control.  A lower RTT makes the flow-control   loop more responsive to changes in the mobile-network conditions and   enables faster adaptation in a delay- and capacity-varying network   due to user mobility.   Further, some use service-provider-operated proxies to reduce the   control delay between the sender and a receiver on a mobile network   where resources are limited.  The RTT determines how quickly a user's   attempt to cancel a video is recognized and, therefore, how quickly   the traffic is stopped, thus keeping unwanted video packets from   entering the radio-scheduler queue.  If impacted by encryption,   performance-enhancing proxies could make use of routing overlay   protocols to accomplish the same task, but this results in additional   overhead.   An application-type-aware network edge (middlebox) can further   control pacing, limit simultaneous HD videos, or prioritize active   videos against new videos, etc.  Services at this more granular level   are limited with the use of encryption.Moriarty & Morton             Informational                    [Page 16]

RFC 8404                  Effects of Encryption                July 2018   Performance-enhancing proxies are primarily used on long-delay links   (satellite) with access to the TCP header to provide an early ACK and   make the long-delay link of the path seem shorter.  With some   specific forms of flow control, TCP can be more efficient than   alternatives such as proxies.  The editors cannot cite research on   this point specific to the performance-enhancing proxies described,   but they agree this area could be explored to determine if flow-   control modifications could preserve the end-to-end performance on   long-delay path sessions where the TCP header is exposed.2.2.5.  Caching and Content Replication near the Network Edge   The features and efficiency of some Internet services can be   augmented through analysis of user flows and the applications they   provide.  For example, network caching of popular content at a   location close to the requesting user can improve delivery efficiency   (both in terms of lower request response times and reduced use of   links on the international Internet when content is remotely   located), and service providers through an authorized agreement   acting on their behalf use DPI in combination with content-   distribution networks to determine if they can intervene effectively.   Encryption of packet contents at a given protocol layer usually makes   DPI processing of that layer and higher layers impossible.  That   being said, it should be noted that some content providers prevent   caching to control content delivery through the use of encrypted   end-to-end sessions.  CDNs vary in their deployment options of end-   to-end encryption.  The business risk of losing control of content is   a motivation outside of privacy and pervasive monitoring that is   driving end-to-end encryption for these content providers.   It should be noted that caching was first supported in [RFC1945] and   continued in the recent update of "Hypertext Transfer Protocol   (HTTP/1.1): Caching" [RFC7234].  Some operators also operate   transparent caches that neither the user nor the origin opt-in.  The   use of these caches is controversial within the IETF and is generally   precluded by the use of HTTPS.   Content replication in caches (for example, live video and content   protected by Digital Rights Management (DRM)) is used to most   efficiently utilize the available limited bandwidth and thereby   maximize the user's Quality of Experience (QoE).  Especially in   mobile networks, duplicating every stream through the transit network   increases backhaul cost for live TV. 3GPP Enhanced Multimedia   Broadcast/Multicast Services (eMBMS) utilize trusted edge proxies to   facilitate delivering the same stream to different users, using   either unicast or multicast depending on channel conditions to the   user.  There are ongoing efforts to support multicast inside carrier   networks while preserving end-to-end security: Automatic MulticastMoriarty & Morton             Informational                    [Page 17]

RFC 8404                  Effects of Encryption                July 2018   Tunneling (AMT), for instance, allows CDNs to deliver a single   (potentially encrypted) copy of a live stream to a carrier network   over the public Internet and for the carrier to then distribute that   live stream as efficiently as possible within its own network using   multicast.   Alternate approaches are in the early phase of being explored to   allow caching of encrypted content.  These solutions require   cooperation from content owners and fall outside the scope of what is   covered in this document.  Content delegation allows for replication   with possible benefits, but any form of delegation has the potential   to affect the expectation of client-server confidentiality.2.2.6.  Content Compression   In addition to caching, various applications exist to provide data   compression in order to conserve the life of the user's mobile data   plan or make delivery over the mobile link more efficient.  The   compression proxy access can be built into a specific user-level   application, such as a browser, or it can be available to all   applications using a system-level application.  The primary method is   for the mobile application to connect to a centralized server as a   transparent proxy (user does not opt-in), with the data channel   between the client application and the server using compression to   minimize bandwidth utilization.  The effectiveness of such systems   depends on the server having access to unencrypted data flows.   Aggregated data stream content compression that spans objects and   data sources that can be treated as part of a unified compression   scheme (e.g., through the use of a shared segment store) is often   effective at providing data offload when there is a network element   close to the receiver that has access to see all the content.2.2.7.  Service Function Chaining   Service Function Chaining (SFC) is defined inRFC 7665 [RFC7665] andRFC 8300 [RFC8300].  As discussed inRFC 7498 [RFC7498], common SFC   deployments may use classifiers to direct traffic into VLANs instead   of using a Network Service Header (NSH), as defined inRFC 8300   [RFC8300].  As described inRFC 7665 [RFC7665], the ordered steering   of traffic to support specific optimizations depends upon the ability   of a classifier to determine the microflows.RFC 2474 [RFC2474]   defines the following:      Microflow: a single instance of an application-to-application flow      of packets which is identified by source address, destination      address, protocol id, and source port, destination port (where      applicable).Moriarty & Morton             Informational                    [Page 18]

RFC 8404                  Effects of Encryption                July 2018   SFC currently depends upon a classifier to at least identify the   microflow.  As the classifier's visibility is reduced from a 5-tuple   to a 2-tuple, or if information above the transport layer becomes   inaccessible, then the SFC classifier is not able to perform its job,   and the service functions of the path may be adversely affected.   There are also mechanisms provided to protect security and privacy.   In the SFC case, the layer below a network service header can be   protected with session encryption.  A goal is protecting end-user   data, while retaining the intended functions ofRFC 7665 [RFC7665] at   the same time.2.3.  Content Filtering, Network Access, and Accounting   Mobile networks and many ISPs operate under the regulations of their   licensing government authority.  These regulations include Lawful   Intercept, adherence to Codes of Practice on content filtering, and   application of court order filters.  Such regulations assume network   access to provide content filtering and accounting, as discussed   below.  As previously stated, the intent of this document is to   document existing practices; the development of IETF protocols   follows the guiding principles of [RFC1984] and [RFC2804] and   explicitly does not support tools and methods that could be used for   wiretapping and censorship.2.3.1.  Content Filtering   There are numerous reasons why service providers might block content:   to comply with requests from law enforcement or regulatory   authorities, to effectuate parental controls, to enforce content-   based billing, or for other reasons, possibly considered   inappropriate by some.  SeeRFC 7754 [RFC7754] for a survey of   Internet filtering techniques and motivations and the IAB consensus   on those mechanisms.  This section is intended to document a   selection of current content-blocking practices by operators and the   effects of encryption on those practices.  Content blocking may also   happen at endpoints or at the edge of enterprise networks, but those   scenarios are not addressed in this section.   In a mobile network, content filtering usually occurs in the core   network.  With other networks, content filtering could occur in the   core network or at the edge.  A proxy is installed that analyzes the   transport metadata of the content users are viewing and filters   content based on either a blacklist of sites or the user's predefined   profile (e.g., for age-sensitive content).  Although filtering can be   done by many methods, one commonly used method involves a trigger   based on the proxy identifying a DNS lookup of a host name in a URL   that appears on a blacklist being used by the operator.  TheMoriarty & Morton             Informational                    [Page 19]

RFC 8404                  Effects of Encryption                July 2018   subsequent requests to that domain will be rerouted to a proxy that   checks whether the full URL matches a blocked URL on the list, and it   will return a 404 if a match is found.  All other requests should   complete.  This technique does not work in situations where DNS   traffic is encrypted (e.g., by employing [RFC7858]).  This method is   also used by other types of network providers enabling traffic   inspection, but not modification.   Content filtering via a proxy can also utilize an intercepting   certificate where the client's session is terminated at the proxy   enabling for cleartext inspection of the traffic.  A new session is   created from the intercepting device to the client's destination;   this is an opt-in strategy for the client, where the endpoint is   configured to trust the intercepting certificate.  Changes to TLS 1.3   do not impact this more invasive method of interception, which has   the potential to expose every HTTPS session to an active man in the   middle (MITM).   Another form of content filtering is called parental control, where   some users are deliberately denied access to age-sensitive content as   a feature to the service subscriber.  Some sites involve a mixture of   universal and age-sensitive content and filtering software.  In these   cases, more-granular (application-layer) metadata may be used to   analyze and block traffic.  Methods that accessed cleartext   application-layer metadata no longer work when sessions are   encrypted.  This type of granular filtering could occur at the   endpoint or as a proxy service.  However, the lack of ability to   efficiently manage endpoints as a service reduces network service   providers' ability to offer parental control.2.3.2.  Network Access and Data Usage   Approved access to a network is a prerequisite to requests for   Internet traffic.   However, there are cases (beyond parental control) when a network   service provider currently redirects customer requests for content   (affecting content accessibility):   1.  The network service provider is performing the accounting and       billing for the content provider, and the customer has not (yet)       purchased the requested content.   2.  Further content may not be allowed as the customer has reached       their usage limit and needs to purchase additional data service,       which is the usual billing approach in mobile networks.Moriarty & Morton             Informational                    [Page 20]

RFC 8404                  Effects of Encryption                July 2018   Currently, some network service providers redirect the customer using   HTTP redirect to a captive portal page that explains to those   customers the reason for the blockage and the steps to proceed.   [RFC6108] describes one viable web notification system.  When the   HTTP headers and content are encrypted, this appropriately prevents   mobile carriers from intercepting the traffic and performing an HTTP   redirect.  As a result, some mobile carriers block customer's   encrypted requests, which impacts customer experience because the   blocking reason must be conveyed by some other means.  The customer   may need to call customer care to find out the reason and/or resolve   the issue, possibly extending the time needed to restore their   network access.  While there are well-deployed alternate SMS-based   solutions that do not involve out-of-specification protocol   interception, this is still an unsolved problem for non-SMS users.   Further, when the requested service is about to consume the remainder   of the user's plan limits, the transmission could be terminated and   advance notifications may be sent to the user by their service   provider to warn the user ahead of the exhausted plan.  If web   content is encrypted, the network provider cannot know the data   transfer size at request time.  Lacking this visibility of the   application type and content size, the network would continue the   transmission and stop the transfer when the limit was reached.  A   partial transfer may not be usable by the client wasting both network   and user resources, possibly leading to customer complaints.  The   content provider does not know a user's service plans or current   usage and cannot warn the user of plan exhaustion.   In addition, some mobile network operators sell tariffs that allow   free-data access to certain sites, known as 'zero rating'.  A session   to visit such a site incurs no additional cost or data usage to the   user.  For some implementations, zero rating is impacted if   encryption hides the details of the content domain from the network.2.3.3.  Application Layer Gateways (ALGs)   Application Layer Gateways (ALGs) assist applications to set   connectivity across Network Address Translators (NATs), firewalls,   and/or load balancers for specific applications running across mobile   networks.Section 2.9 of [RFC2663] describes the role of ALGs and   their interaction with NAT and/or application payloads.  ALGs are   deployed with an aim to improve connectivity.  However, it is an IETF   best common practice recommendation that ALGs for UDP-based protocols   be turned off [RFC4787].Moriarty & Morton             Informational                    [Page 21]

RFC 8404                  Effects of Encryption                July 2018   One example of an ALG in current use is aimed at video applications   that use the Real-Time Streaming Protocol (RTSP) [RFC7826] primary   stream as a means to identify related RTP/RTCP [RFC3550] flows at   setup.  The ALG in this case relies on the 5-tuple flow information   derived from RTSP to provision NAT or other middleboxes and provide   connectivity.  Implementations vary, and two examples follow:   1.  Parse the content of the RTSP stream and identify the 5-tuple of       the supporting streams as they are being negotiated.   2.  Intercept and modify the 5-tuple information of the supporting       media streams as they are being negotiated on the RTSP stream,       which is more intrusive to the media streams.   When RTSP-stream content is encrypted, the 5-tuple information within   the payload is not visible to these ALG implementations; therefore,   they cannot provision their associated middleboxes with that   information.   The deployment of IPv6 may well reduce the need for NAT and the   corresponding requirement for ALGs.2.3.4.  HTTP Header Insertion   Some mobile carriers use HTTP header insertion (seeSection 3.2.1 of   [RFC7230]) to provide information about their customers to third   parties or to their own internal systems [Enrich].  Third parties use   the inserted information for analytics, customization, advertising,   cross-site tracking of users, customer billing, or selectively   allowing or blocking content.  HTTP header insertion is also used to   pass information internally between a mobile service provider's   sub-systems, thus keeping the internal systems loosely coupled.  When   HTTP connections are encrypted to protect user privacy, mobile   network service providers cannot insert headers to accomplish the,   sometimes considered controversial, functions above.   Guidance from the Internet Architecture Board has been provided in   "Design Considerations for Metadata Insertion" [RFC8165].  The   guidance asserts that designs that share metadata only by explicit   actions at the host are preferable to designs in which middleboxes   insert metadata.  Alternate notification methods that follow this and   other guidance would be helpful to mobile carriers.Moriarty & Morton             Informational                    [Page 22]

RFC 8404                  Effects of Encryption                July 20183.  Encryption in Hosting and Application SP Environments   Hosted environments have had varied requirements in the past for   encryption, with many businesses choosing to use these services   primarily for data and applications that are not business or privacy   sensitive.  A shift prior to the revelations on surveillance/passive   monitoring began where businesses were asking for hosted environments   to provide higher levels of security so that additional applications   and service could be hosted externally.  Businesses understanding the   threats of monitoring in hosted environments increased that pressure   to provide more secure access and session encryption to protect the   management of hosted environments as well as the data and   applications.3.1.  Management-Access Security   Hosted environments may have multiple levels of management access,   where some may be strictly for the Hosting service provider   (infrastructure that may be shared among customers), and some may be   accessed by a specific customer for application management.  In some   cases, there are multiple levels of hosting service providers,   further complicating the security of management infrastructure and   the associated requirements.   Hosting service provider management access is typically segregated   from other traffic with a control channel and may or may not be   encrypted depending upon the isolation characteristics of the   management session.  Customer access may be through a dedicated   connection, but discussion for that connection method is out of scope   for this document.   In overlay networks (e.g., Virtual eXtensible Local Area Network   (VXLAN), Geneve, etc.) that are used to provide hosted services,   management access for a customer to support application management   may depend upon the security mechanisms available as part of that   overlay network.  While overlay-network data encapsulations may be   used to indicate the desired isolation, this is not sufficient to   prevent deliberate attacks that are aware of the use of the overlay   network.  [GENEVE-REQS] describes requirements to handle attacks.  It   is possible to use an overlay header in combination with IPsec or   other encrypted traffic sessions, but this adds the requirement for   authentication infrastructure and may reduce packet transfer   performance.  The use of an overlay header may also be deployed as a   mechanism to manage encrypted traffic streams on the network-by-   network service providers.  Additional extension mechanisms to   provide integrity and/or privacy protections are being investigated   for overlay encapsulations.Section 7 of [RFC7348] describes some ofMoriarty & Morton             Informational                    [Page 23]

RFC 8404                  Effects of Encryption                July 2018   the security issues possible when deploying VXLAN on Layer 2   networks.  Rogue endpoints can join the multicast groups that carry   broadcast traffic, for example.3.1.1.  Monitoring Customer Access   Hosted applications that allow some level of customer-management   access may also require monitoring by the hosting service provider.   Monitoring could include access-control restrictions such as   authentication, authorization, and accounting for filtering and   firewall rules to ensure they are continuously met.  Customer access   may occur on multiple levels, including user-level and administrative   access.  The hosting service provider may need to monitor access   through either session monitoring or log evaluation to ensure   security SLAs for access management are met.  The use of session   encryption to access hosted environments limits access restrictions   to the metadata described below.  Monitoring and filtering may occur   at a:   2-tuple:  IP level with source and destination IP addresses alone, or   5-tuple:  IP and protocol level with a source IP address, destination      IP address, protocol number, source port number, and destination      port number.   Session encryption at the application level, for example, TLS,   currently allows access to the 5-tuple.  IP-level encryption, such as   IPsec in tunnel mode, prevents access to the original 5-tuple and may   limit the ability to restrict traffic via filtering techniques.  This   shift may not impact all hosting service provider solutions as   alternate controls may be used to authenticate sessions, or access   may require that clients access such services by first connecting to   the organization before accessing the hosted application.  Shifts in   access may be required to maintain equivalent access-control   management.  Logs may also be used for monitoring that access-control   restrictions are met, but would be limited to the data that could be   observed due to encryption at the point of log generation.  Log   analysis is out of scope for this document.3.1.2.  SP Content Monitoring of Applications   The following observations apply to any IT organization that is   responsible for delivering services, whether to third parties, for   example, as a web-based service, or to internal customers in an   enterprise, e.g., a data-processing system that forms a part of the   enterprise's business.Moriarty & Morton             Informational                    [Page 24]

RFC 8404                  Effects of Encryption                July 2018   Organizations responsible for the operation of a data center have   many processes that access the contents of IP packets (passive   methods of measurement, as defined in [RFC7799]).  These processes   are typically for service assurance or security purposes as part of   their data-center operations.   Examples include:      - Network-Performance Monitoring / Application-Performance        Monitoring      - Intrusion defense/prevention systems      - Malware detection      - Fraud monitoring      - Application DDOS protection      - Cyber-attack investigation      - Proof of regulatory compliance      - Data leakage prevention   Many application service providers simply terminate sessions to/from   the Internet at the edge of the data center in the form of SSL/TLS   offload in the load balancer.  Not only does this reduce the load on   application servers, it simplifies the processes to enable monitoring   of the session content.   However, in some situations, encryption deeper in the data center may   be necessary to protect personal information or in order to meet   industry regulations, e.g., those set out by the Payment Card   Industry (PCI).  In such situations, various methods have been used   to allow service assurance and security processes to access   unencrypted data.  These include SSL/TLS decryption in dedicated   units, which then forward packets to SP-controlled tools, or real-   time or post-capture decryption in the tools themselves.  A number of   these tools provide passive decryption by providing the monitoring   device with the server's private key.  The move to increased use of   the forward-secret key exchange mechanism impacts the use of these   techniques.   Operators of data centers may also maintain packet recordings in   order to be able to investigate attacks, breaches of internal   processes, etc.  In some industries, organizations may be legally   required to maintain such information for compliance purposes.Moriarty & Morton             Informational                    [Page 25]

RFC 8404                  Effects of Encryption                July 2018   Investigations of this nature have used access to the unencrypted   contents of the packet.  Alternate methods to investigate attacks or   breaches of process will rely on endpoint information, such as logs.   As previously noted, logs often lack complete information, and this   is seen as a concern resulting in some relying on session access for   additional information.   Application service providers may offer content-level monitoring   options to detect intellectual property leakage or other attacks.  In   service provider environments where Data Loss Prevention (DLP) has   been implemented on the basis of the service provider having   cleartext access to session streams, the use of encrypted streams   prevents these implementations from conducting content searches for   the keywords or phrases configured in the DLP system.  DLP is often   used to prevent the leakage of Personally Identifiable Information   (PII) as well as financial account information, Personal Health   Information (PHI), and PCI.  If session encryption is terminated at a   gateway prior to accessing these services, DLP on session data can   still be performed.  The decision of where to terminate encryption to   hosted environments will be a risk decision made between the   application service provider and customer organization according to   their priorities.  DLP can be performed at the server for the hosted   application and on an end user's system in an organization as   alternate or additional monitoring points of content; however, this   is not frequently done in a service provider environment.   Application service providers, by their very nature, control the   application endpoint.  As such, much of the information gleaned from   sessions is still available on that endpoint.  However, when a gap   exists in the application's logging and debugging capabilities, it   has led the application service provider to access data in transport   for monitoring and debugging.3.2.  Hosted Applications   Organizations are increasingly using hosted applications rather than   in-house solutions that require maintenance of equipment and   software.  Examples include Enterprise Resource Planning (ERP)   solutions, payroll service, time and attendance, travel and expense   reporting, among others.  Organizations may require some level of   management access to these hosted applications and will typically   require session encryption or a dedicated channel for this activity.   In other cases, hosted applications may be fully managed by a hosting   service provider with SLA expectations for availability and   performance as well as for security functions including malware   detection.  Due to the sensitive nature of these hosted environments,   the use of encryption is already prevalent.  Any impact may beMoriarty & Morton             Informational                    [Page 26]

RFC 8404                  Effects of Encryption                July 2018   similar to an enterprise with tools being used inside of the hosted   environment to monitor traffic.  Additional concerns were not   reported in the call for contributions.3.2.1.  Monitoring Managed Applications   Performance, availability, and other aspects of an SLA are often   collected through passive monitoring.  For example:   o  Availability: ability to establish connections with hosts to      access applications and to discern the difference between network-      or host-related causes of unavailability.   o  Performance: ability to complete transactions within a target      response time and to discern the difference between network- or      host-related causes of excess response time.   Here, as with all passive monitoring, the accuracy of inferences is   dependent on the cleartext information available, and encryption   would tend to reduce the information and, therefore, the accuracy of   each inference.  Passive measurement of some metrics will be   impossible with encryption that prevents inferring-packet   correspondence across multiple observation points, such as for   packet-loss metrics.   Application logging currently lacks detail sufficient to make   accurate inferences in an environment with increased encryption, and   so this constitutes a gap for passive performance monitoring (which   could be closed if log details are enhanced in the future).3.2.2.  Mail Service Providers   Mail (application) service providers vary in what services they   offer.  Options may include a fully hosted solution where mail is   stored external to an organization's environment on mail service   provider equipment or the service offering may be limited to monitor   incoming mail to remove spam (Section 5.1), phishing attacks   (Section 5.3), and malware (Section 5.6) before mail is directed to   the organization's equipment.  In both of these cases, content of the   messages and headers is monitored to detect and remove messages that   are undesirable or that may be considered an attack.   STARTTLS should have zero effect on anti-spam efforts for SMTP   traffic.  Anti-spam services could easily be performed on an SMTP   gateway, eliminating the need for TLS decryption services.  The   impact to anti-spam service providers should be limited to a change   in tools, where middleboxes were deployed to perform these functions.Moriarty & Morton             Informational                    [Page 27]

RFC 8404                  Effects of Encryption                July 2018   Many efforts are emerging to improve user-to-user encryption,   including promotion of PGP and newer efforts such as Dark Mail   [DarkMail].  Of course, content-based spam filtering will not be   possible on encrypted content.3.3.  Data Storage   Numerous service offerings exist that provide hosted storage   solutions.  This section describes the various offerings and details   the monitoring for each type of service and how encryption may impact   the operational and security monitoring performed.   Trends in data storage encryption for hosted environments include a   range of options.  The following list is intentionally high-level to   describe the types of encryption used in coordination with data   storage that may be hosted remotely, meaning the storage is   physically located in an external data center requiring transport   over the Internet.  Options for monitoring will vary with each   encryption approach described below.  In most cases, solutions have   been identified to provide encryption while ensuring management   capabilities were maintained through logging or other means.3.3.1.  Object-Level Encryption   For higher security and/or privacy of data and applications, options   that provide end-to-end encryption of the data from the user's   desktop or server to the storage platform may be preferred.  This   description includes any solution that encrypts data at the object   level, not the transport level.  Encryption of data may be performed   with libraries on the system or at the application level, which   includes file-encryption services via a file manager.  Object-level   encryption is useful when data storage is hosted or scenarios when   the storage location is determined based on capacity or based on a   set of parameters to automate decisions.  This could mean that large   datasets accessed infrequently could be sent to an off-site storage   platform at an external hosting service, data accessed frequently may   be stored locally, or the decision of where to store datasets could   be based on the transaction type.  Object-level encryption is grouped   separately for the purpose of this document since data may be stored   in multiple locations including off-site remote storage platforms.   If session encryption is also used, the protocol is likely to be TLS.   Impacts to monitoring may include access to content inspection for   data-leakage prevention and similar technologies, depending on their   placement in the network.Moriarty & Morton             Informational                    [Page 28]

RFC 8404                  Effects of Encryption                July 20183.3.1.1.  Monitoring for Hosted Storage   Monitoring of hosted storage solutions that use host-level (object)   encryption is described in this subsection.  Host-level encryption   can be employed for backup services and occasionally for external   storage services (operated by a third party) when internal storage   limits are exceeded.   Monitoring of data flows to hosted storage solutions is performed for   security and operational purposes.  The security monitoring may be to   detect anomalies in the data flows that could include changes to   destination, the amount of data transferred, or alterations in the   size and frequency of flows.  Operational considerations include   capacity and availability monitoring.3.3.2.  Disk Encryption, Data at Rest (DAR)   There are multiple ways to achieve full disk encryption for stored   data.  Encryption may be performed on data to be stored while in   transit close to the storage media with solutions like Controller   Based Encryption (CBE) or in the drive system with Self-Encrypting   Drives (SEDs).  Session encryption is typically coupled with   encryption of these data at rest (DAR) solutions to also protect data   in transit.  Transport encryption is likely via TLS.3.3.2.1.  Monitoring Session Flows for DAR Solutions   Monitoring for transport of data-to-storage platforms, where object-   level encryption is performed close to or on the storage platform, is   similar to that described inSection 3.3.1.1.  The primary difference   for these solutions is the possible exposure of sensitive   information, which could include privacy-related data, financial   information, or intellectual property if session encryption via TLS   is not deployed.  Session encryption is typically used with these   solutions, but that decision would be based on a risk assessment.   There are use cases where DAR or disk-level encryption is required.   Examples include preventing exposure of data if physical disks are   stolen or lost.  In the case where TLS is in use, monitoring and the   exposure of data is limited to a 5-tuple.3.3.3.  Cross-Data-Center Replication Services   Storage services also include data replication, which may occur   between data centers and may leverage Internet connections to tunnel   traffic.  The traffic may use an Internet Small Computer System   Interface (iSCSI) [RFC7143] or Fibre Channel over TCP/IP (FCIP)   [RFC7146] encapsulated in IPsec.  Either transport or tunnel mode may   be used for IPsec depending upon the termination points of the IPsecMoriarty & Morton             Informational                    [Page 29]

RFC 8404                  Effects of Encryption                July 2018   session, if it is from the storage platform itself or from a gateway   device at the edge of the data center, respectively.3.3.3.1.  Monitoring IPsec for Data Replication Services   The monitoring of data flows between data centers (for data   replication) may be performed for security and operational purposes   and would typically concentrate more on operational aspects since   these flows are essentially virtual private networks (VPNs) between   data centers.  Operational considerations include capacity and   availability monitoring.  The security monitoring may be to detect   anomalies in the data flows, similar to what was described inSection 3.3.1.1.  If IPsec tunnel mode is in use, monitoring is   limited to a 2-tuple; with transport mode, it's limited to a 5-tuple.4.  Encryption for Enterprises   Encryption of network traffic within the private enterprise is a   growing trend, particularly in industries with audit and regulatory   requirements.  Some enterprise-internal networks are almost   completely TLS and/or IPsec encrypted.   For each type of monitoring, different techniques and access to parts   of the data stream are part of current practice.  As we transition to   an increased use of encryption, alternate methods of monitoring for   operational purposes may be necessary to reduce the practice of   breaking encryption (other policies may apply in some enterprise   settings).4.1.  Monitoring Practices of the Enterprise   Large corporate enterprises are the owners of the platforms, data,   and network infrastructure that provide critical business services to   their user communities.  As such, these enterprises are responsible   for all aspects of the performance, availability, security, and   quality of experience for all user sessions.  In many such   enterprises, users are required to consent to the enterprise   monitoring all their activities as a condition of employment.   Subsections ofSection 4 discuss techniques that access data beyond   the data-link, network, and transport-level headers typically used in   service provider networks since the corporate enterprise owns the   data.  These responsibilities break down into three basic areas:   1.  Security Monitoring and Control   2.  Application-Performance Monitoring and Reporting   3.  Network Diagnostics and TroubleshootingMoriarty & Morton             Informational                    [Page 30]

RFC 8404                  Effects of Encryption                July 2018   In each of the above areas, technical support teams utilize   collection, monitoring, and diagnostic systems.  Some organizations   currently use attack methods such as replicated TLS server RSA   private keys to decrypt passively monitored copies of encrypted TLS   packet streams.   For an enterprise to avoid costly application down time and deliver   expected levels of performance, protection, and availability, some   forms of traffic analysis, sometimes including examination of packet   payloads, are currently used.4.1.1.  Security Monitoring in the Enterprise   Enterprise users are subject to the policies of their organization   and the jurisdictions in which the enterprise operates.  As such,   proxies may be in use to:   1.  intercept outbound session traffic to monitor for intellectual       property leakage (by users, malware, and trojans),   2.  detect viruses/malware entering the network via email or web       traffic,   3.  detect malware/trojans in action, possibly connecting to remote       hosts,   4.  detect attacks (cross-site scripting and other common web-related       attacks),   5.  track misuse and abuse by employees,   6.  restrict the types of protocols permitted to/from the entire       corporate environment, and   7.  detect and defend against Internet DDoS attacks, including both       volumetric and Layer 7 attacks.   A significant portion of malware hides its activity within TLS or   other encryption protocols.  This includes lateral movement, Command   and Control (C&C), and Data Exfiltration.   The impact to a fully encrypted internal network would include cost   and possible loss of detection capabilities associated with the   transformation of the network architecture and tools for monitoring.   The capabilities of detection through traffic fingerprinting,   logging, host-level transaction monitoring, and flow analysis would   vary depending on access to a 2-tuple or 5-tuple in the network as   well.Moriarty & Morton             Informational                    [Page 31]

RFC 8404                  Effects of Encryption                July 2018   Security monitoring in the enterprise may also be performed at the   endpoint with numerous current solutions that mitigate the same   problems as some of the above-mentioned solutions.  Since the   software agents operate on the device, they are able to monitor   traffic before it is encrypted, monitor for behavior changes and lock   down devices to use only the expected set of applications.  Session   encryption does not affect these solutions.  Some might argue that   scaling is an issue in the enterprise, but some large enterprises   have used these tools effectively.   Use of bring-your-own-device (BYOD) policies within organizations may   limit the scope of monitoring permitted with these alternate   solutions.  Network endpoint assessment (NEA) or the use of virtual   hosts could help to bridge the monitoring gap.4.1.2.  Monitoring Application Performance in the Enterprise   There are two main goals of monitoring:   1.  Assess traffic volume on a per-application basis for billing,       capacity planning, optimization of geographical location for       servers or proxies, and other goals.   2.  Assess performance in terms of application response time and       user-perceived response time.   Network-based application-performance monitoring tracks application   response time by user and by URL, which is the information that the   application owners and the lines of business request.  CDNs add   complexity in determining the ultimate endpoint destination.  By   their very nature, such information is obscured by CDNs and encrypted   protocols, adding a new challenge for troubleshooting network and   application problems.  URL identification allows the application   support team to do granular, code-level troubleshooting at multiple   tiers of an application.   New methodologies to monitor user-perceived response time and to   separate network from server time are evolving.  For example, the   IPv6 Destination Option Header (DOH) implementation of Performance   and Diagnostic Metrics (PDM) [RFC8250] will provide this.  Using PDM   with IPsec Encapsulating Security Payload (ESP) Transport Mode   requires placement of the PDM DOH within the ESP-encrypted payload to   avoid leaking timing and sequence number information that could be   useful to an attacker.  Use of PDM DOH also may introduce some   security weaknesses, including a timing attack, as described inSection 4 of [RFC8250].  For these and other reasons, [RFC8250]Moriarty & Morton             Informational                    [Page 32]

RFC 8404                  Effects of Encryption                July 2018   requires that the PDM DOH option be explicitly turned on by   administrative action in each host where this measurement feature   will be used.4.1.3.  Diagnostics and Troubleshooting for Enterprise Networks   One primary key to network troubleshooting is the ability to follow a   transaction through the various tiers of an application in order to   isolate the fault domain.  A variety of factors relating to the   structure of the modern data center and multi-tiered application have   made it difficult to follow a transaction in network traces without   the ability to examine some of the packet payload.  Alternate   methods, such as log analysis, need improvement to fill this gap.4.1.3.1.  Address Sharing (NAT)   CDNs, NATs, and Network Address and Port Translators (NAPTs) obscure   the ultimate endpoint designation (see [RFC6269] for types of address   sharing and a list of issues).  Troubleshooting a problem for a   specific end user requires finding information such as the IP address   and other identifying information so that their problem can be   resolved in a timely manner.   NAT is also frequently used by lower layers of the data-center   infrastructure.  Firewalls, load balancers, web servers, app servers,   and middleware servers all regularly NAT the source IP of packets.   Combine this with the fact that users are often allocated randomly by   load balancers to all these devices, and the network troubleshooter   is often left with very few options in today's environment due to   poor logging implementations in applications.  As such, network   troubleshooting is used to trace packets at a particular layer,   decrypt them, and look at the payload to find a user session.   This kind of bulk packet capture and bulk decryption is frequently   used when troubleshooting a large and complex application.  Endpoints   typically don't have the capacity to handle this level of network   packet capture, so out-of-band networks of robust packet brokers and   network sniffers that use techniques such as copies of TLS RSA   private keys accomplish this task today.4.1.3.2.  TCP Pipelining / Session Multiplexing   TCP pipelining / session multiplexing used mainly by middleboxes   today allows for multiple end-user sessions to share the same TCP   connection.  This raises several points of interest with an increased   use of encryption.  TCP session multiplexing should still be possible   when TLS or TCPcrypt is in use since the TCP header information is   exposed, leaving the 5-tuple accessible.  The use of TCP sessionMoriarty & Morton             Informational                    [Page 33]

RFC 8404                  Effects of Encryption                July 2018   multiplexing of an IP-layer encryption, e.g., IPsec, that only   exposes a 2-tuple would not be possible.  Troubleshooting   capabilities with encrypted sessions from the middlebox may limit   troubleshooting to the use of logs from the endpoints performing the   TCP multiplexing or from the middleboxes prior to any additional   encryption that may be added to tunnel the TCP multiplexed traffic.   Increased use of HTTP/2 will likely further increase the prevalence   of session multiplexing, both on the Internet and in the private data   center.  HTTP pipelining requires both the client and server to   participate; visibility of packets once encrypted will hide the use   of HTTP pipelining for any monitoring that takes place outside of the   endpoint or proxy solution.  Since HTTP pipelining is between a   client and server, logging capabilities may require improvement in   some servers and clients for debugging purposes if this is not   already possible.  Visibility for middleboxes includes anything   exposed by TLS and the 5-tuple.4.1.3.3.  HTTP Service Calls   When an application server makes an HTTP service call to back-end   services on behalf of a user session, it uses a completely different   URL and a completely different TCP connection.  Troubleshooting via   network trace involves matching up the user request with the HTTP   service call.  Some organizations do this today by decrypting the TLS   packet and inspecting the payload.  Logging has not been adequate for   their purposes.4.1.3.4.  Application-Layer Data   Many applications use text formats such as XML to transport data or   application-level information.  When transaction failures occur and   the logs are inadequate to determine the cause, network and   application teams work together, each having a different view of the   transaction failure.  Using this troubleshooting method, the network   packet is correlated with the actual problem experienced by an   application to find a root cause.  The inability to access the   payload prevents this method of troubleshooting.4.2.  Techniques for Monitoring Internet-Session Traffic   Corporate networks commonly monitor outbound session traffic to   detect or prevent attacks as well as to guarantee service-level   expectations.  In some cases, alternate options are available when   encryption is in use through a proxy or a shift to monitoring at the   endpoint.  In both cases, scaling is a concern, and advancements to   support this shift in monitoring practices will assist the deployment   of end-to-end encryption.Moriarty & Morton             Informational                    [Page 34]

RFC 8404                  Effects of Encryption                July 2018   Some DLP tools intercept traffic at the Internet gateway or proxy   services with the ability to MITM encrypted session traffic (HTTP/   TLS).  These tools may monitor for key words important to the   enterprise including business-sensitive information such as trade   secrets, financial data, PII, or PHI.  Various techniques are used to   intercept HTTP/TLS sessions for DLP and other purposes and can be   misused as described in "Summarizing Known Attacks on Transport Layer   Security (TLS) and Datagram TLS (DTLS)" [RFC7457] (seeSection 2.8).   Note: many corporate policies allow access to personal financial and   other sites for users without interception.  Another option is to   terminate a TLS session prior to the point where monitoring is   performed.  Aside from exposing user information to the enterprise,   MITM devices often are subject to severe security defects, which can   lead to exposure of user data to attackers outside the enterprise   user data [UserData].  In addition, implementation errors in   middleboxes have led to major difficulties in deploying new versions   of security protocols such as TLS [Ben17a] [Ben17b] [Res17a]   [Res17b].   Monitoring traffic patterns for anomalous behavior such as increased   flows of traffic that could be bursty at odd times or flows to   unusual destinations (small or large amounts of traffic) is common.   This traffic may or may not be encrypted, and various methods of   encryption or just obfuscation may be used.   Web-filtering devices are sometimes used to allow only access to   well-known sites found to be legitimate and free of malware on last   check by a web-filtering service company.  One common example of web   filtering in a corporate environment is blocking access to sites that   are not well known to these tools for the purpose of blocking   malware; this may be noticeable to those in research who are unable   to access colleagues' individual sites or new websites that have not   yet been screened.  In situations where new sites are required for   access, they can typically be added after notification by the user or   log alerts and review.  Account access for personal mail may be   blocked in corporate settings to prevent another vector for malware   from entering as well as to prevent intellectual property leaks out   of the network.  This method remains functional with increased use of   encryption and may be more effective at preventing malware from   entering the network.  Some enterprises may be more aggressive in   their filtering and monitoring policy, causing undesirable outcomes.   Web-filtering solutions monitor and potentially restrict access based   on the destination URL (when available), server name, IP address, or   DNS name.  A complete URL may be used in cases where access   restrictions vary for content on a particular site or for the sites   hosted on a particular server.  In some cases, the enterprise may use   a proxy to access this additional information based on their policy.   This type of restriction is intended to be transparent to users in aMoriarty & Morton             Informational                    [Page 35]

RFC 8404                  Effects of Encryption                July 2018   corporate setting as the typical corporate user does not access sites   that are not well known to these tools.  However, the mechanisms that   these web filters use to do monitoring and enforcement have the   potential to cause access issues or other user-visible failures.   Desktop DLP tools are used in some corporate environments as well.   Since these tools reside on the desktop, they can intercept traffic   before it is encrypted and may provide a continued method for   monitoring leakage of intellectual property from the desktop to the   Internet or attached devices.   DLP tools can also be deployed by network service providers, as they   have the vantage point of monitoring all traffic paired with   destinations off the enterprise network.  This makes an effective   solution for enterprises that allow "bring-your-own" devices when the   traffic is not encrypted and for devices outside the desktop category   (such as mobile phones) that are used on corporate networks   nonetheless.   Enterprises may wish to reduce the traffic on their Internet access   facilities by monitoring requests for within-policy content and   caching it.  In this case, repeated requests for Internet content   spawned by URLs in email trade newsletters or other sources can be   served within the enterprise network.  Gradual deployment of end-to-   end encryption would tend to reduce the cacheable content over time,   owing to concealment of critical headers and payloads.  Many forms of   enterprise-performance management may be similarly affected.  It   should be noted that transparent caching is considered an anti-   pattern.5.  Security Monitoring for Specific Attack Types   Effective incident response today requires collaboration at Internet   scale.  This section will only focus on efforts of collaboration at   Internet scale that are dedicated to specific attack types.  They may   require new monitoring and detection techniques in an increasingly   encrypted Internet.  As mentioned previously, some service providers   have been interfering with STARTTLS to prevent session encryption to   be able to perform functions they are used to (injecting ads,   monitoring, etc.).  By detailing the current monitoring methods used   for attack detection and response, this information can be used to   devise new monitoring methods that will be effective in the changed   Internet via collaboration and innovation.   Changes to improve encryption or to deploy OS methods have little   impact on the detection of malicious actors.  Malicious actors have   had access to strong encryption for quite some time.  Incident   responders, in many cases, have developed techniques to locateMoriarty & Morton             Informational                    [Page 36]

RFC 8404                  Effects of Encryption                July 2018   malicious traffic within encrypted sessions.  The following section   will note some examples where detection and mitigation of such   traffic has been successful.5.1.  Mail Abuse and Spam   The largest operational effort to prevent mail abuse is through the   Messaging, Malware, Mobile Anti-Abuse Working Group (M3AAWG)   [M3AAWG].  Mail abuse is combatted directly with mail administrators   who can shut down or stop continued mail abuse originating from   large-scale providers that participate in using the Abuse Reporting   Format (ARF) agents standardized in the IETF [RFC5965] [RFC6430]   [RFC6590] [RFC6591] [RFC6650] [RFC6651] [RFC6652].  The ARF agent   directly reports abuse messages to the appropriate service provider   who can take action to stop or mitigate the abuse.  Since this   technique uses the actual message, the use of SMTP over TLS between   mail gateways will not affect its usefulness.  As mentioned   previously, SMTP over TLS only protects data while in transit, and   the messages may be exposed on mail servers or mail gateways if a   user-to-user encryption method is not used.  Current user-to-user   message encryption methods on email (S/MIME and PGP) do not encrypt   the email header information used by ARF and the service provider   operators in their efforts to mitigate abuse.   Another effort, "Domain-based Message Authentication, Reporting, and   Conformance (DMARC)" [RFC7489], is a mechanism for policy   distribution that enables increasingly strict handling of messages   that fail authentication checks, ranging from no action, through   altered delivery, up to message rejection.  DMARC is also not   affected by the use of STARTTLS.5.2.  Denial of Service   Responses to Denial-of-Service (DoS) attacks are typically   coordinated by the service provider community with a few key vendors   who have tools to assist in the mitigation efforts.  Traffic patterns   are determined from each DoS attack to stop or rate limit the traffic   flows with patterns unique to that DoS attack.   Data types used in monitoring traffic for DDoS are described in the   documents in development by the DDoS Open Threat Signaling (DOTS)   [DOTS] Working Group.  The impact of encryption can be understood   from their documented use cases [DDOS-USECASE].   Data types used in DDoS attacks have been detailed in the Incident   Object Description Exchange Format (IODEF) Guidance document (see[RFC8274], Appendix B.2) with the help of several members of the   service provider community.  The examples provided are intended toMoriarty & Morton             Informational                    [Page 37]

RFC 8404                  Effects of Encryption                July 2018   help identify the useful data in detecting and mitigating these   attacks independent of the transport and protocol descriptions in the   documents.5.3.  Phishing   Investigations and responses to phishing attacks follow well-known   patterns, requiring access to specific fields in email headers as   well as content from the body of the message.  When reporting   phishing attacks, the recipient has access to each field as well as   the body to make content reporting possible, even when end-to-end   encryption is used.  The email header information is useful to   identify the mail servers and accounts used to generate or relay the   attack messages in order to take the appropriate actions.  The   content of the message often includes an embedded attack that may be   in an infected file or may be a link that results in the download of   malware to the user's system.   Administrators often find it helpful to use header information to   track down similar messages in their mail queue or in users' inboxes   to prevent further infection.  Combinations of To:, From:, Subject:,   and Received: from header information might be used for this purpose.   Administrators may also search for document attachments of the same   name or size or that contain a file with a matching hash to a known   phishing attack.  Administrators might also add URLs contained in   messages to block lists locally, or this may also be done by browser   vendors through larger-scale efforts like that of the Anti-Phishing   Working Group (APWG).  See "Coordinating Attack Response at Internet   Scale (CARIS) Workshop Report" [RFC8073] for additional information   and pointers to the APWG's efforts on anti-phishing.   A full list of the fields used in phishing attack incident responses   can be found inRFC 5901.  Future plans to increase privacy   protections may limit some of these capabilities if some email header   fields are encrypted, such as the To:, From:, and Subject: header   fields.  This does not mean that those fields should not be   encrypted, only that we should be aware of how they are currently   used.   Some products protect users from phishing by maintaining lists of   known phishing domains (such as misspelled bank names) and blocking   access.  This can be done by observing DNS, cleartext HTTP, or Server   Name Indication (SNI) in TLS, in addition to analyzing email.   Alternate options to detect and prevent phishing attacks may be   needed.  More recent examples of data exchanged in spear phishing   attacks has been detailed in the IODEF Guidance document (see[RFC8274], Appendix B.3).Moriarty & Morton             Informational                    [Page 38]

RFC 8404                  Effects of Encryption                July 20185.4.  Botnets   Botnet detection and mitigation is complex as botnets may involve   hundreds or thousands of hosts with numerous C&C servers.  The   techniques and data used to monitor and detect each may vary.   Connections to C&C servers are typically encrypted; therefore, a move   to an increasingly encrypted Internet may not affect the detection   and sharing methods used.5.5.  Malware   Techniques for the detection and monitoring of malware vary.  As   mentioned inSection 4, malware monitoring may occur at gateways to   the organization analyzing email and web traffic.  These services can   also be provided by service providers, changing the scale and   location of this type of monitoring.  Additionally, incident   responders may identify attributes unique to types of malware to help   track down instances by their communication patterns on the Internet   or by alterations to hosts and servers.   Data types used in malware investigations have been summarized in an   example of the IODEF Guidance document (see[RFC8274], Appendix B.3).5.6.  Spoofed-Source IP Address Protection   The IETF has reacted to spoofed-source IP address-based attacks,   recommending the use of network ingress filtering inBCP 38 [RFC2827]   and of the unicast Reverse Path Forwarding (uRPF) mechanism   [RFC3704].  But uRPF suffers from limitations regarding its   granularity: a malicious node can still use a spoofed IP address   included inside the prefix assigned to its link.  Source Address   Validation Improvement (SAVI) mechanisms try to solve this issue.   Basically, a SAVI mechanism is based on the monitoring of a specific   address assignment/management protocol (e.g., Stateless Address   Autoconfiguration (SLAAC) [RFC4862], Secure Neighbor Discovery (SEND)   [RFC3971], and DHCPv4/v6 [RFC2131][RFC3315]) and, according to this   monitoring, sets up a filtering policy allowing only the IP flows   with a correct source IP address (i.e., any packet with a source IP   address from a node not owning it is dropped).  The encryption of   parts of the address assignment/management protocols, critical for   SAVI mechanisms, can result in a dysfunction of the SAVI mechanisms.5.7.  Further Work   Although incident response work will continue, new methods to prevent   system compromise through security automation and continuous   monitoring [SACM] may provide alternate approaches where system   security is maintained as a preventative measure.Moriarty & Morton             Informational                    [Page 39]

RFC 8404                  Effects of Encryption                July 20186.  Application-Based Flow Information Visible to a Network   This section describes specific techniques used in monitoring   applications that are visible to the network if a 5-tuple is exposed   and as such can potentially be used as input for future network-   management approaches.  It also includes an overview of IP Flow   Information Export (IPFIX), a flow-based protocol used to export   information about network flows.6.1.  IP Flow Information Export   Many of the accounting, monitoring, and measurement tasks described   in this document, especially in Sections2.3.2,3.1.1,4.1.3,4.2,   and 5.2, use the IPFIX protocol [RFC7011] for export and storage of   the monitored information.  IPFIX evolved from the widely deployed   NetFlow protocol [RFC3954], which exports information about flows   identified by 5-tuple.  While NetFlow was largely concerned with   exporting per-flow byte and packet counts for accounting purposes,   IPFIX's extensible Information Model [RFC7012] provides a variety of   Information Elements (IEs) [IPFIX-IANA] for representing information   above and below the traditional network-layer flow information.   Enterprise-specific IEs allow exporter vendors to define their own   non-standard IEs as well, and many of these are driven by header and   payload inspection at the Metering Process.   While the deployment of encryption has no direct effect on the use of   IPFIX, certain defined IEs may become unavailable when the Metering   Process observing the traffic cannot decrypt former cleartext   information.  For example, HTTPS renders HTTP header analysis   impossible, so IEs derived from the header (e.g., httpContentType,   httpUserAgent) cannot be exported.   The collection of IPFIX data itself, of course, provides a point of   centralization for information that is potentially business and   privacy critical.  The IPFIX File Format specification [RFC5655]   recommends encryption for this data at rest, and the IP Flow   Anonymization specification [RFC6235] defines a metadata format for   describing the anonymization functions applied to an IPFIX dataset,   if anonymization is employed for data sharing of IPFIX information   between enterprises or network operators.6.2.  TLS Server Name Indication   When initiating the TLS handshake, the client may provide an   extension field (server_name) that indicates the server to which it   is attempting a secure connection.  TLS SNI was standardized in 2003   to enable servers to present the "correct TLS certificate" to clients   in a deployment of multiple virtual servers hosted by the same serverMoriarty & Morton             Informational                    [Page 40]

RFC 8404                  Effects of Encryption                July 2018   infrastructure and IP address.  Although this is an optional   extension, it is today supported by all modern browsers, web servers,   and developer libraries.  Akamai [Nygren] reports that many of their   customers see client TLS SNI usage over 99%.  It should be noted that   HTTP/2 introduces the Alt-SVC method for upgrading the connection   from HTTP/1 to either unencrypted or encrypted HTTP/2.  If the   initial HTTP/1 request is unencrypted, the destination alternate   service name can be identified before the communication is   potentially upgraded to encrypted HTTP/2 transport.  HTTP/2 requires   the TLS implementation to support the SNI extension (seeSection 9.2   of [RFC7540]).  It is also worth noting that [RFC7838] "allows an   origin server to nominate additional means of interacting with it on   the network", while [RFC8164] allows for a URI to be accessed with   HTTP/2 and TLS using Opportunistic Security (on an experimental   basis).   This information is only available if the client populates the SNI   extension.  Doing so is an optional part of the TLS standard, and as   stated above, this has been implemented by all major browsers.  Due   to its optional nature, though, existing network filters that examine   a TLS ClientHello for an SNI extension cannot expect to always find   one.  "SNI Encryption in TLS Through Tunneling" [SNI-TLS] has been   adopted by the TLS Working Group, which provides solutions to encrypt   SNI.  As such, there will be an option to encrypt SNI in future   versions of TLS.  The per-domain nature of SNI may not reveal the   specific service or media type being accessed, especially where the   domain is of a provider offering a range of email, video, web pages,   etc.  For example, certain blog or social network feeds may be deemed   "adult content", but the SNI will only indicate the server domain   rather than a URL path.   There are additional issues for identification of content using SNI:   [RFC7540] includes connection coalescing, [RFC8336] defines the   ORIGIN frame, and the proposal outlined in [HTTP2-CERTS] will   increase the difficulty of passive monitoring.6.3.  Application-Layer Protocol Negotiation (ALPN)   ALPN is a TLS extension that may be used to indicate the application   protocol within the TLS session.  This is likely to be of more value   to the network where it indicates a protocol dedicated to a   particular traffic type (such as video streaming) rather than a   multi-use protocol.  ALPN is used as part of HTTP/2 'h2', but will   not indicate the traffic types that may make up streams within an   HTTP/2 multiplex.  ALPN is sent cleartext in the ClientHello, and the   server returns it in Encrypted Extensions in TLS 1.3.Moriarty & Morton             Informational                    [Page 41]

RFC 8404                  Effects of Encryption                July 20186.4.  Content Length, Bitrate, and Pacing   The content length of encrypted traffic is effectively the same as   that of the cleartext.  Although block ciphers utilize padding, this   makes a negligible difference.  Bitrate and pacing are generally   application specific and do not change much when the content is   encrypted.  Multiplexed formats (such as HTTP/2 and QUIC [QUIC]) may,   however, incorporate several application streams over one connection,   which makes the bitrate/pacing no longer application specific.  Also,   packet padding is available in HTTP/2, TLS 1.3, and many other   protocols.  Traffic analysis is made more difficult by such   countermeasures.7.  Effect of Encryption on the Evolution of Mobile Networks   Transport header encryption prevents the use of transit proxies in   the center of the network and the use of some edge proxies by   preventing the proxies from taking action on the stream.  It may be   that the claimed benefits of such proxies could be achieved by   end-to-end client and server optimizations, distribution using CDNs,   plus the ability to continue connections across different access   technologies (across dynamic user IP addresses).  The following   aspects should be considered in this approach:   1.  In a wireless mobile network, the delay and channel capacity per       user and sector varies due to coverage, contention, user       mobility, scheduling balances fairness, capacity, and service       QoE.  If most users are at the cell edge, the controller cannot       use more-complex Quadrature Amplitude Modulation (QAM), thus       reducing total cell capacity; similarly, if a Universal Mobile       Telecommunications System (UMTS) edge is serving some number of       CS-Voice Calls, the remaining capacity for packet services is       reduced.   2.  Mobile wireless networks service inbound roamers (users of       Operator A in the foreign network of Operator B) by backhauling       their traffic through the network (from Operator B to Operator A)       and then serving them through the P-Gateway (PGW), General Packet       Radio Service (GPRS) Support Node (GGSN), CDN, etc., of Operator       A (the user's home operator).  Increasing window sizes to       compensate for the path RTT will have the limitations outlined       earlier for TCP.  The outbound roamer scenario has a similar TCP       performance impact.   3.  Issues in deploying CDNs in Radio Access Networks (RANs) include       decreasing the client-server control loop that requires deploying       CDNs / Cloud functions that terminate encryption closer to the       edge.  In Cellular RAN, the user IP traffic is encapsulated intoMoriarty & Morton             Informational                    [Page 42]

RFC 8404                  Effects of Encryption                July 2018       GPRS Tunneling Protocol-User Plane (GTP-U in UMTS and LTE)       tunnels to handle user mobility; the tunnels terminate in       APN/GGSN/PGW that are in central locations.  One user's traffic       may flow through one or more APN's (for example, Internet APN,       Roaming APN for Operator X, Video-Service APN, OnDeckAPN, etc.).       The scope of operator private IP addresses may be limited to       specific APNs.  Since CDNs generally operate on user IP flows,       deploying them would require enhancing them with tunnel       translation, tunnel-management functions, etc.   4.  While CDNs that decrypt flows or split connection proxies       (similar to split TCP) could be deployed closer to the edges to       reduce control-loop RTT, with transport header encryption, such       CDNs perform optimization functions only for partner client       flows.  Therefore, content from some Small-Medium Businesses       (SMBs) would not get such CDN benefits.8.  Response to Increased Encryption and Looking Forward   As stated in [RFC7258], "an appropriate balance [between network   management and pervasive monitoring mitigations] will emerge over   time as real instances of this tension are considered."  Numerous   operators made it clear in their response to this document that they   fully support strong encryption and providing privacy for end users;   this is a common goal.  Operators recognize that not all the   practices documented need to be supported going forward, either   because of the risk to end-user privacy or because alternate   technologies and tools have already emerged.  This document is   intended to support network engineers and other innovators to work   toward solving network and security management problems with protocol   designers and application developers in new ways that facilitate   adoption of strong encryption rather than preventing the use of   encryption.  By having the discussions on network and security   management practices with application developers and protocol   designers, each side of the debate can understand each other's goals,   work toward alternate solutions, and disband with practices that   should no longer be supported.  A goal of this document is to assist   the IETF in understanding some of the current practices so as to   identify new work items for IETF-related use cases that can   facilitate the adoption of strong session encryption and support   network and security management.9.  Security Considerations   There are no additional security considerations as this is a summary   and does not include a new protocol or functionality.Moriarty & Morton             Informational                    [Page 43]

RFC 8404                  Effects of Encryption                July 201810.  IANA Considerations   This document has no IANA actions.11.  Informative References   [ACCORD]   IETF, "Alternatives to Content Classification for Operator              Resource Deployment (accord) (BOF)", IETF-95 Proceedings,              April 2016,              <https://www.ietf.org/proceedings/95/accord.html>.   [Ben17a]   Benjamin, D., "Chrome Data", Presentation before the TLS              WG at IETF 100, November 2017,              <https://datatracker.ietf.org/meeting/100/materials/slides-100-tls-sessa-tls13/>.   [Ben17b]   Benjamin, D., "Subject: Additional TLS 1.3 results from              Chrome", message to the TLS mailing list, 18 December              2017, <https://www.ietf.org/mail-archive/web/tls/current/msg25168.html>.   [CAIDA]    CAIDA, "The CAIDA USCD Anonymized Internet Traces 2016              Dataset", <http://www.caida.org/data/passive/passive_2016_dataset.xml>.   [DarkMail] "Dark Mail Technical Alliance", <https://darkmail.info/>.   [DDOS-USECASE]              Dobbins, R., Migault, D., Fouant, S., Moskowitz, R.,              Teague, N., Xia, L., and K. Nishizuka, "Use cases for DDoS              Open Threat Signaling", Work in Progress,draft-ietf-dots-use-cases-16, July 2018.   [DOTS]     IETF, "DDoS Open Threat Signaling (dots)",              <https://datatracker.ietf.org/wg/dots/charter>.   [EFF2014]  Hoffman-Andrews, J., "ISPs Removing Their Customers' Email              Encryption", November 2014,              <https://www.eff.org/deeplinks/2014/11/starttls-downgrade-attacks>.   [Enrich]   Narseo Vallina-Rodriguez, N., Sundaresan, S., Kreibich,              C., and V. Paxson, "Header Enrichment or ISP Enrichment:              Emerging Privacy Threats in Mobile Networks", Proceedings              of the ACM SIGCOMM Workshop on Hot Topics in Middleboxes              and Network Function Virtualization, pp. 23-30,              DOI 10.1145/2785989.2786002, August 2015.Moriarty & Morton             Informational                    [Page 44]

RFC 8404                  Effects of Encryption                July 2018   [GENEVE-REQS]              Migault, D., Boutros, S., Wing, D., and S. Krishnan,              "Geneve Protocol Security Requirements", Work in              Progress,draft-mglt-nvo3-geneve-security-requirements-03,              February 2018.   [HTTP2-CERTS]              Bishop, M., Sullivan, N., and M. Thomson, "Secondary              Certificate Authentication in HTTP/2", Work in Progress,draft-ietf-httpbis-http2-secondary-certs-02, June 2018.   [IPFIX-IANA]              IANA, "IP Flow Information Export (IPFIX) Entities",              <https://www.iana.org/assignments/ipfix/>.   [JNSLP]    Eskens, S., "10 Standards for Oversight and Transparency              of National Intelligence Services", Surveillance, Vol. 8,              No. 3, July 2016, <http://jnslp.com/?s=10+Standards+for+Ov              ersight+and+Transparency+of+National>.   [M3AAWG]   M3AAWG, "Messaging, Malware and Mobile Anti-Abuse Working              Group (M3AAWG)", <https://www.maawg.org/>.   [MIDDLEBOXES]              Dolson, D., Snellman, J., Boucadair, M., and C. Jacquenet,              "An Inventory of Transport-centric Functions Provided by              Middleboxes", Work in Progress,draft-dolson-transport-middlebox-03, June 2018.   [Nygren]   Nygren, E., "Reaching toward Universal TLS SNI",              Akamai Technologies, March 2017,              <https://blogs.akamai.com/2017/03/reaching-toward-universal-tls-sni.html>.   [QUIC]     IETF, "QUIC (quic)",              <https://datatracker.ietf.org/wg/quic/charter/>.   [Res17a]   Rescorla, E., "Subject: Preliminary data on Firefox TLS              1.3 Middlebox experiment", message to the TLS mailing              list, 5 December 2017, <https://www.ietf.org/mail-archive/web/tls/current/msg25091.html>.   [Res17b]   Rescorla, E., "Subject: More compatibility measurement              results", message to the TLS mailing list, 22 December              2017, <https://www.ietf.org/mail-archive/web/tls/current/msg25179.html>.Moriarty & Morton             Informational                    [Page 45]

RFC 8404                  Effects of Encryption                July 2018   [RFC1945]  Berners-Lee, T., Fielding, R., and H. Frystyk, "Hypertext              Transfer Protocol -- HTTP/1.0",RFC 1945,              DOI 10.17487/RFC1945, May 1996,              <https://www.rfc-editor.org/info/rfc1945>.   [RFC1958]  Carpenter, B., Ed., "Architectural Principles of the              Internet",RFC 1958, DOI 10.17487/RFC1958, June 1996,              <https://www.rfc-editor.org/info/rfc1958>.   [RFC1984]  IAB and IESG, "IAB and IESG Statement on Cryptographic              Technology and the Internet",BCP 200,RFC 1984,              DOI 10.17487/RFC1984, August 1996,              <https://www.rfc-editor.org/info/rfc1984>.   [RFC2131]  Droms, R., "Dynamic Host Configuration Protocol",RFC 2131, DOI 10.17487/RFC2131, March 1997,              <https://www.rfc-editor.org/info/rfc2131>.   [RFC2474]  Nichols, K., Blake, S., Baker, F., and D. Black,              "Definition of the Differentiated Services Field (DS              Field) in the IPv4 and IPv6 Headers",RFC 2474,              DOI 10.17487/RFC2474, December 1998,              <https://www.rfc-editor.org/info/rfc2474>.   [RFC2663]  Srisuresh, P. and M. Holdrege, "IP Network Address              Translator (NAT) Terminology and Considerations",RFC 2663, DOI 10.17487/RFC2663, August 1999,              <https://www.rfc-editor.org/info/rfc2663>.   [RFC2775]  Carpenter, B., "Internet Transparency",RFC 2775,              DOI 10.17487/RFC2775, February 2000,              <https://www.rfc-editor.org/info/rfc2775>.   [RFC2804]  IAB and IESG, "IETF Policy on Wiretapping",RFC 2804,              DOI 10.17487/RFC2804, May 2000,              <https://www.rfc-editor.org/info/rfc2804>.   [RFC2827]  Ferguson, P. and D. Senie, "Network Ingress Filtering:              Defeating Denial of Service Attacks which employ IP Source              Address Spoofing",BCP 38,RFC 2827, DOI 10.17487/RFC2827,              May 2000, <https://www.rfc-editor.org/info/rfc2827>.   [RFC3135]  Border, J., Kojo, M., Griner, J., Montenegro, G., and Z.              Shelby, "Performance Enhancing Proxies Intended to              Mitigate Link-Related Degradations",RFC 3135,              DOI 10.17487/RFC3135, June 2001,              <https://www.rfc-editor.org/info/rfc3135>.Moriarty & Morton             Informational                    [Page 46]

RFC 8404                  Effects of Encryption                July 2018   [RFC3315]  Droms, R., Ed., Bound, J., Volz, B., Lemon, T., Perkins,              C., and M. Carney, "Dynamic Host Configuration Protocol              for IPv6 (DHCPv6)",RFC 3315, DOI 10.17487/RFC3315, July              2003, <https://www.rfc-editor.org/info/rfc3315>.   [RFC3550]  Schulzrinne, H., Casner, S., Frederick, R., and V.              Jacobson, "RTP: A Transport Protocol for Real-Time              Applications", STD 64,RFC 3550, DOI 10.17487/RFC3550,              July 2003, <https://www.rfc-editor.org/info/rfc3550>.   [RFC3704]  Baker, F. and P. Savola, "Ingress Filtering for Multihomed              Networks",BCP 84,RFC 3704, DOI 10.17487/RFC3704, March              2004, <https://www.rfc-editor.org/info/rfc3704>.   [RFC3724]  Kempf, J., Ed., Austein, R., Ed., and IAB, "The Rise of              the Middle and the Future of End-to-End: Reflections on              the Evolution of the Internet Architecture",RFC 3724,              DOI 10.17487/RFC3724, March 2004,              <https://www.rfc-editor.org/info/rfc3724>.   [RFC3954]  Claise, B., Ed., "Cisco Systems NetFlow Services Export              Version 9",RFC 3954, DOI 10.17487/RFC3954, October 2004,              <https://www.rfc-editor.org/info/rfc3954>.   [RFC3971]  Arkko, J., Ed., Kempf, J., Zill, B., and P. Nikander,              "SEcure Neighbor Discovery (SEND)",RFC 3971,              DOI 10.17487/RFC3971, March 2005,              <https://www.rfc-editor.org/info/rfc3971>.   [RFC4787]  Audet, F., Ed. and C. Jennings, "Network Address              Translation (NAT) Behavioral Requirements for Unicast              UDP",BCP 127,RFC 4787, DOI 10.17487/RFC4787, January              2007, <https://www.rfc-editor.org/info/rfc4787>.   [RFC4862]  Thomson, S., Narten, T., and T. Jinmei, "IPv6 Stateless              Address Autoconfiguration",RFC 4862,              DOI 10.17487/RFC4862, September 2007,              <https://www.rfc-editor.org/info/rfc4862>.   [RFC5655]  Trammell, B., Boschi, E., Mark, L., Zseby, T., and A.              Wagner, "Specification of the IP Flow Information Export              (IPFIX) File Format",RFC 5655, DOI 10.17487/RFC5655,              October 2009, <https://www.rfc-editor.org/info/rfc5655>.   [RFC5965]  Shafranovich, Y., Levine, J., and M. Kucherawy, "An              Extensible Format for Email Feedback Reports",RFC 5965,              DOI 10.17487/RFC5965, August 2010,              <https://www.rfc-editor.org/info/rfc5965>.Moriarty & Morton             Informational                    [Page 47]

RFC 8404                  Effects of Encryption                July 2018   [RFC6108]  Chung, C., Kasyanov, A., Livingood, J., Mody, N., and B.              Van Lieu, "Comcast's Web Notification System Design",RFC 6108, DOI 10.17487/RFC6108, February 2011,              <https://www.rfc-editor.org/info/rfc6108>.   [RFC6235]  Boschi, E. and B. Trammell, "IP Flow Anonymization              Support",RFC 6235, DOI 10.17487/RFC6235, May 2011,              <https://www.rfc-editor.org/info/rfc6235>.   [RFC6269]  Ford, M., Ed., Boucadair, M., Durand, A., Levis, P., and              P. Roberts, "Issues with IP Address Sharing",RFC 6269,              DOI 10.17487/RFC6269, June 2011,              <https://www.rfc-editor.org/info/rfc6269>.   [RFC6430]  Li, K. and B. Leiba, "Email Feedback Report Type Value:              not-spam",RFC 6430, DOI 10.17487/RFC6430, November 2011,              <https://www.rfc-editor.org/info/rfc6430>.   [RFC6455]  Fette, I. and A. Melnikov, "The WebSocket Protocol",RFC 6455, DOI 10.17487/RFC6455, December 2011,              <https://www.rfc-editor.org/info/rfc6455>.   [RFC6590]  Falk, J., Ed. and M. Kucherawy, Ed., "Redaction of              Potentially Sensitive Data from Mail Abuse Reports",RFC 6590, DOI 10.17487/RFC6590, April 2012,              <https://www.rfc-editor.org/info/rfc6590>.   [RFC6591]  Fontana, H., "Authentication Failure Reporting Using the              Abuse Reporting Format",RFC 6591, DOI 10.17487/RFC6591,              April 2012, <https://www.rfc-editor.org/info/rfc6591>.   [RFC6650]  Falk, J. and M. Kucherawy, Ed., "Creation and Use of Email              Feedback Reports: An Applicability Statement for the Abuse              Reporting Format (ARF)",RFC 6650, DOI 10.17487/RFC6650,              June 2012, <https://www.rfc-editor.org/info/rfc6650>.   [RFC6651]  Kucherawy, M., "Extensions to DomainKeys Identified Mail              (DKIM) for Failure Reporting",RFC 6651,              DOI 10.17487/RFC6651, June 2012,              <https://www.rfc-editor.org/info/rfc6651>.   [RFC6652]  Kitterman, S., "Sender Policy Framework (SPF)              Authentication Failure Reporting Using the Abuse Reporting              Format",RFC 6652, DOI 10.17487/RFC6652, June 2012,              <https://www.rfc-editor.org/info/rfc6652>.Moriarty & Morton             Informational                    [Page 48]

RFC 8404                  Effects of Encryption                July 2018   [RFC7011]  Claise, B., Ed., Trammell, B., Ed., and P. Aitken,              "Specification of the IP Flow Information Export (IPFIX)              Protocol for the Exchange of Flow Information", STD 77,RFC 7011, DOI 10.17487/RFC7011, September 2013,              <https://www.rfc-editor.org/info/rfc7011>.   [RFC7012]  Claise, B., Ed. and B. Trammell, Ed., "Information Model              for IP Flow Information Export (IPFIX)",RFC 7012,              DOI 10.17487/RFC7012, September 2013,              <https://www.rfc-editor.org/info/rfc7012>.   [RFC7143]  Chadalapaka, M., Satran, J., Meth, K., and D. Black,              "Internet Small Computer System Interface (iSCSI) Protocol              (Consolidated)",RFC 7143, DOI 10.17487/RFC7143, April              2014, <https://www.rfc-editor.org/info/rfc7143>.   [RFC7146]  Black, D. and P. Koning, "Securing Block Storage Protocols              over IP:RFC 3723 Requirements Update for IPsec v3",RFC 7146, DOI 10.17487/RFC7146, April 2014,              <https://www.rfc-editor.org/info/rfc7146>.   [RFC7230]  Fielding, R., Ed. and J. Reschke, Ed., "Hypertext Transfer              Protocol (HTTP/1.1): Message Syntax and Routing",RFC 7230, DOI 10.17487/RFC7230, June 2014,              <https://www.rfc-editor.org/info/rfc7230>.   [RFC7234]  Fielding, R., Ed., Nottingham, M., Ed., and J. Reschke,              Ed., "Hypertext Transfer Protocol (HTTP/1.1): Caching",RFC 7234, DOI 10.17487/RFC7234, June 2014,              <https://www.rfc-editor.org/info/rfc7234>.   [RFC7258]  Farrell, S. and H. Tschofenig, "Pervasive Monitoring Is an              Attack",BCP 188,RFC 7258, DOI 10.17487/RFC7258, May              2014, <https://www.rfc-editor.org/info/rfc7258>.   [RFC7348]  Mahalingam, M., Dutt, D., Duda, K., Agarwal, P., Kreeger,              L., Sridhar, T., Bursell, M., and C. Wright, "Virtual              eXtensible Local Area Network (VXLAN): A Framework for              Overlaying Virtualized Layer 2 Networks over Layer 3              Networks",RFC 7348, DOI 10.17487/RFC7348, August 2014,              <https://www.rfc-editor.org/info/rfc7348>.   [RFC7435]  Dukhovni, V., "Opportunistic Security: Some Protection              Most of the Time",RFC 7435, DOI 10.17487/RFC7435,              December 2014, <https://www.rfc-editor.org/info/rfc7435>.Moriarty & Morton             Informational                    [Page 49]

RFC 8404                  Effects of Encryption                July 2018   [RFC7457]  Sheffer, Y., Holz, R., and P. Saint-Andre, "Summarizing              Known Attacks on Transport Layer Security (TLS) and              Datagram TLS (DTLS)",RFC 7457, DOI 10.17487/RFC7457,              February 2015, <https://www.rfc-editor.org/info/rfc7457>.   [RFC7489]  Kucherawy, M., Ed. and E. Zwicky, Ed., "Domain-based              Message Authentication, Reporting, and Conformance              (DMARC)",RFC 7489, DOI 10.17487/RFC7489, March 2015,              <https://www.rfc-editor.org/info/rfc7489>.   [RFC7498]  Quinn, P., Ed. and T. Nadeau, Ed., "Problem Statement for              Service Function Chaining",RFC 7498,              DOI 10.17487/RFC7498, April 2015,              <https://www.rfc-editor.org/info/rfc7498>.   [RFC7525]  Sheffer, Y., Holz, R., and P. Saint-Andre,              "Recommendations for Secure Use of Transport Layer              Security (TLS) and Datagram Transport Layer Security              (DTLS)",BCP 195,RFC 7525, DOI 10.17487/RFC7525, May              2015, <https://www.rfc-editor.org/info/rfc7525>.   [RFC7540]  Belshe, M., Peon, R., and M. Thomson, Ed., "Hypertext              Transfer Protocol Version 2 (HTTP/2)",RFC 7540,              DOI 10.17487/RFC7540, May 2015,              <https://www.rfc-editor.org/info/rfc7540>.   [RFC7619]  Smyslov, V. and P. Wouters, "The NULL Authentication              Method in the Internet Key Exchange Protocol Version 2              (IKEv2)",RFC 7619, DOI 10.17487/RFC7619, August 2015,              <https://www.rfc-editor.org/info/rfc7619>.   [RFC7624]  Barnes, R., Schneier, B., Jennings, C., Hardie, T.,              Trammell, B., Huitema, C., and D. Borkmann,              "Confidentiality in the Face of Pervasive Surveillance: A              Threat Model and Problem Statement",RFC 7624,              DOI 10.17487/RFC7624, August 2015,              <https://www.rfc-editor.org/info/rfc7624>.   [RFC7665]  Halpern, J., Ed. and C. Pignataro, Ed., "Service Function              Chaining (SFC) Architecture",RFC 7665,              DOI 10.17487/RFC7665, October 2015,              <https://www.rfc-editor.org/info/rfc7665>.   [RFC7754]  Barnes, R., Cooper, A., Kolkman, O., Thaler, D., and E.              Nordmark, "Technical Considerations for Internet Service              Blocking and Filtering",RFC 7754, DOI 10.17487/RFC7754,              March 2016, <https://www.rfc-editor.org/info/rfc7754>.Moriarty & Morton             Informational                    [Page 50]

RFC 8404                  Effects of Encryption                July 2018   [RFC7799]  Morton, A., "Active and Passive Metrics and Methods (with              Hybrid Types In-Between)",RFC 7799, DOI 10.17487/RFC7799,              May 2016, <https://www.rfc-editor.org/info/rfc7799>.   [RFC7826]  Schulzrinne, H., Rao, A., Lanphier, R., Westerlund, M.,              and M. Stiemerling, Ed., "Real-Time Streaming Protocol              Version 2.0",RFC 7826, DOI 10.17487/RFC7826, December              2016, <https://www.rfc-editor.org/info/rfc7826>.   [RFC7838]  Nottingham, M., McManus, P., and J. Reschke, "HTTP              Alternative Services",RFC 7838, DOI 10.17487/RFC7838,              April 2016, <https://www.rfc-editor.org/info/rfc7838>.   [RFC7858]  Hu, Z., Zhu, L., Heidemann, J., Mankin, A., Wessels, D.,              and P. Hoffman, "Specification for DNS over Transport              Layer Security (TLS)",RFC 7858, DOI 10.17487/RFC7858, May              2016, <https://www.rfc-editor.org/info/rfc7858>.   [RFC8073]  Moriarty, K. and M. Ford, "Coordinating Attack Response at              Internet Scale (CARIS) Workshop Report",RFC 8073,              DOI 10.17487/RFC8073, March 2017,              <https://www.rfc-editor.org/info/rfc8073>.   [RFC8164]  Nottingham, M. and M. Thomson, "Opportunistic Security for              HTTP/2",RFC 8164, DOI 10.17487/RFC8164, May 2017,              <https://www.rfc-editor.org/info/rfc8164>.   [RFC8165]  Hardie, T., "Design Considerations for Metadata              Insertion",RFC 8165, DOI 10.17487/RFC8165, May 2017,              <https://www.rfc-editor.org/info/rfc8165>.   [RFC8250]  Elkins, N., Hamilton, R., and M. Ackermann, "IPv6              Performance and Diagnostic Metrics (PDM) Destination              Option",RFC 8250, DOI 10.17487/RFC8250, September 2017,              <https://www.rfc-editor.org/info/rfc8250>.   [RFC8274]  Kampanakis, P. and M. Suzuki, "Incident Object Description              Exchange Format Usage Guidance",RFC 8274,              DOI 10.17487/RFC8274, November 2017,              <https://www.rfc-editor.org/info/rfc8274>.   [RFC8300]  Quinn, P., Ed., Elzur, U., Ed., and C. Pignataro, Ed.,              "Network Service Header (NSH)",RFC 8300,              DOI 10.17487/RFC8300, January 2018,              <https://www.rfc-editor.org/info/rfc8300>.Moriarty & Morton             Informational                    [Page 51]

RFC 8404                  Effects of Encryption                July 2018   [RFC8336]  Nottingham, M. and E. Nygren, "The ORIGIN HTTP/2 Frame",RFC 8336, DOI 10.17487/RFC8336, March 2018,              <https://www.rfc-editor.org/info/rfc8336>.   [SACM]     IETF, "Security Automation and Continuous Monitoring              (sacm)", <https://datatracker.ietf.org/wg/sacm/charter/>.   [SNI-TLS]  Huitema, C. and E. Rescorla, "Issues and Requirements for              SNI Encryption in TLS", Work in Progress,draft-ietf-tls-sni-encryption-03, May 2018.   [Snowden]  Verble, J., "The NSA and Edward Snowden: Surveillance in              the 21st Century", SIGCAS Computer & Society, Vol. 44,              No. 3, DOI 10.1145/2684097.2684101, September 2014,              <http://www.jjsylvia.com/bigdatacourse/wp-content/uploads/2016/04/p14-verble-1.pdf>.   [TCPcrypt]              IETF, "TCP Increased Security (tcpinc)",              <https://datatracker.ietf.org/wg/tcpinc/charter>.   [TS3GPP]   3GPP, "Non-Access-Stratum (NAS) protocol for Evolved              Packet System (EPS); Stage 3", 3GPP TS 24.301, version              15.2.0, March 2018.   [UPCON]    3GPP, "User Plane Congestion Management", 3GPP Rel-13,              September 2014, <http://www.3gpp.org/DynaReport/FeatureOrStudyItemFile-570029.htm>.   [UserData]              Durumeric, Z., Ma, Z., Springall, D., Barnes, R.,              Sullivan, N., Bursztein, E., Bailey, M., Alex Halderman,              J., and V. Paxson, "The Security Impact of HTTPS              Interception", Network and Distributed Systems Symposium,              February 2017,              <http://dx.doi.org/10.14722/ndss.2017.23456>.Moriarty & Morton             Informational                    [Page 52]

RFC 8404                  Effects of Encryption                July 2018Acknowledgements   Thanks to our reviewers, Natasha Rooney, Kevin Smith, Ashutosh Dutta,   Brandon Williams, Jean-Michel Combes, Nalini Elkins, Paul Barrett,   Badri Subramanyan, Igor Lubashev, Suresh Krishnan, Dave Dolson,   Mohamed Boucadair, Stephen Farrell, Warren Kumari, Alia Atlas, Roman   Danyliw, Mirja Kuehlewind, Ines Robles, Joe Clarke, Kyle Rose,   Christian Huitema, and Chris Morrow for their editorial and content   suggestions.  Surya K. Kovvali provided material forSection 7.   Chris Morrow and Nik Teague provided reviews and updates specific to   the DoS fingerprinting text.  Brian Trammell provided the IPFIX text.Authors' Addresses   Kathleen Moriarty (editor)   Dell EMC   176 South St   Hopkinton, MA   United States of America   Email: Kathleen.Moriarty@dell.com   Al Morton (editor)   AT&T Labs   200 Laurel Avenue South   Middletown, NJ  07748   United States of America   Phone: +1 732 420 1571   Fax:   +1 732 368 1192   Email: acm@research.att.comMoriarty & Morton             Informational                    [Page 53]

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