US20040176069A1 - Call security system - Google Patents

Abstract

A method and apparatus for reducing the vulnerability of the telecommunications system to unauthorized use that can reduce the instances of unauthorized access. The telecommunications system collects statistics of each user's pattern of telecommunications usage. Typically, these statistics will be in the form of, say, the average number of calls per day or the average number of calls per day on given days of the week. These statistics are taken for a reference period, such as the preceding thirty days, and the corresponding quantity for the current day is also computed. If the current statistics are not excessive as compared with the reference statistics, then access to a communications resource is granted. But if a predetermined deviation is found then a supplemental restriction is placed upon the call.

Description

RELATED APPLICATION
• The present invention is:[0001]
• a) a continuation of application Ser. No. 10/160,357 filed May 31, 2002 which is a continuation of,[0002]
• b) application Ser. No. 09/712,701 filed Nov. 13, 2000 (now issued as U.S. Pat. No. 6,505,039) which is a continuation of,[0003]
• c) application Ser. No. 08/445,576 filed May 22, 1995 entitled “Call Security System” (now issued as U.S. Pat. No. 6,185,415) which is a continuation of[0004]
• d) application Ser. No. 07/856,525, filed on Mar. 24, 1992, now abandoned.[0005]
• Priority of the above applications is claimed.[0006]
BACKGROUND OF THE INVENTION
• The present invention is directed to call-switching equipment for telephone networks and in particular to devices for curbing abuse of direct-inward-access systems.[0007]
• The combination of electronic, stored-program telephone switching systems with discounted bulk toll offerings gives rise to a feature that provides a convenient way to reduce telecommunications costs. In accordance with this feature, an authorized person at remote location can place a call to a “home office” private branch exchange (PBX), receive dial tone from the PBX, and place an outgoing call just as if he were calling from his office.[0008]
• The industry uses the acronyms RSA (Remote Service Access) and DISA (Direct Inward Service Access) interchangeably to refer to this feature, to which we refer herein as DISA. DISA features are currently available primarily in conjunction with PBX systems, and we will accordingly refer to PBX systems for the purpose of concreteness. However, DISA-like features are also available to users of certain central-office-based services, and it will become apparent that the invention to be described below is applicable to these types of arrangements, too, as well as to a host of non-voice-based services, including but not limited to data networks and modem pools. The invention is equally powerful in providing protection of sensitive internal destinations, such as the maintenance ports of communications and computer systems.[0009]
• DISA offers both cost and administrative advantages. If the firm that owns the PBX subscribes to bulk-rate toll services, such as WATS, placing a call through remote service access can reduce the cost of the call. For example, an employee whose home office is in Seattle but who has traveled to San Diego may want to call a customer in Fort Lauderdale. If he uses his telephone-company calling card, a ten-minute call at AT&T daytime rates may cost around $3.00. In contrast, his company may pay around $.09 a minute on the average for both incoming and outgoing bulk services, so if the employee places the call instead to his Seattle office, which then switches it to the customer in Fort Lauderdale, the cost may be only about $1.80.[0010]
• Moreover, the company's call-accounting system can thereby keep track of such calls automatically, relieving the company's accounting department of the need to allocate telephone costs manually among its various departments. In certain circumstances, it also provides a tool for measuring the performance of personnel whose jobs involve high levels of telephone activity.[0011]
• Unfortunately, unscrupulous people can sometimes discover the passwords by which the DISA systems' owners attempt to restrict access to their facilities. Indeed, such occurrences have happened frequently, some of them resulting in large losses to the company that has availed itself of the DISA feature. In like manner, loss and system damage have resulted from fraudulent abuse of voice mail and messaging systems, to which the application of the invention is equally applicable.[0012]
• Responses to this problem have been various. Some users have simply discontinued the DISA feature because of the risk of significant loss. Others have reconfigured to disable its use for calls to destination area codes known to be favorites of “hackers,” and they may also monitor telephone traffic so as to identify unusual activity.[0013]
• Of course, discontinuing the DISA service does eliminate the problem, but it also eliminates the savings that ordinarily result from DISA-service use. The other approaches can be fairly effective in general, but they lack flexibility, require excessive attention from the telecommunications manager or both.[0014]
SUMMARY OF THE INVENTION
• The present invention is a method and apparatus for reducing the vulnerability of the telecommunications system to unauthorized use that is easy to implement and that can reduce the instances of unauthorized access even during periods when telecommunications personnel are not able to give attention to the traffic on the system.[0015]
• In accordance with the invention, the telecommunications system collects statistics of each user's pattern of telecommunications usage. Typically, these statistics will be in the form of, say, the average number of calls per day or the average number of calls per day on given days of the week. It may also include the mean busy hour for the given days of the week. Moreover, daily averages may be taken not only for all calls but also for all calls of a particular type, e.g., of all international calls.[0016]
• These statistics are taken for a reference period, such as the preceding thirty days, and the corresponding quantity for the current day is also computed. If the current statistics are not excessive as compared with the reference statistics, then access to a communications resource—e.g., an outgoing trunk line—is granted to the call without any supplemental access restrictions. But if a predetermined deviation is detected between the current statistics and the reference statistics, then a supplemental restriction is placed upon the call.[0017]
• For instance, the caller might be required to say his name before the connection is made, he might be transferred to a human operator for verification of access, or the requested connection may simply be denied. Additionally, the system would typically give the system administrator some kind of an alerting message to indicate that abnormal usage is occurring.[0018]
• With this type of system, the restrictions are imposed, in some sense, in “real time”; there is ordinarily no need for a human administrator to take initiative to impose the restrictions or, even to analyze records for unusual activity.[0019]
• In accordance with one aspect of the invention, moreover, the invention can be practiced in a way that makes it very easy for the administrator to implement. Specifically, apparatus for practicing the invention can be provided in the form of circuitry that is simply connected to one of the communications system's ordinary lines. In the case of a PBX, that line would be one of the PBX's internal extensions. The PBX is then simply configured so that it connects the DISA trunk line or lines to that extension whenever an incoming call comes over that DISA line. The access-control circuit at that extension takes the call, checks for the user's identifier and password, requests the number of the called party, and, if the above-mentioned statistical requirements are met, simply sends the conventional transfer signal, e.g., a hook flash, to the PBX to obtain (typically) an outgoing trunk and delivers to the PBX the destination indicated by the incoming call. The PBX then makes the necessary connections in the conventional manner, and the access-control circuit is free to handle the next DISA call.[0020]
• Clearly, such an arrangement is simple to implement, since it requires only that the access-control circuit be connected to an extension and that the PBX undergo the minor reconfiguration required to direct DISA calls to that extension.[0021]
BRIEF DESCRIPTION OF THE DRAWINGS
• These and further features and advantages of the present invention are described in connection with the accompanying drawings, in which:[0022]
• FIG. 1 is a block diagram of a communications system that implements the teachings of the present invention;[0023]
• FIGS. 2A and 2B together form a flow chart that illustrates the call-processing sequence followed by a typical embodiment of the access-control circuit of FIG. 1;[0024]
• FIG. 3 is a flow chart that illustrates the manner in which a system administrator might program the access-control circuit;[0025]
• FIG. 4 is a flow chart that depicts the “add or edit auth. codes” step of FIG. 3 in more detail.[0026]
• FIG. 5 is a flow chart that depicts the “reports” step of FIG. 3 in more detail; and[0027]
• FIG. 6 is a flow chart that depicts the “system edit utilities” step in more detail.[0028]
DETAILED DESCRIPTION OF AN ILLUSTRATIVE EMBODIMENT
• FIG. 1 depicts a telecommunications system[0029]10 that includes a conventional private branch exchange (PBX)12 to which the owner'strunks14 and16 devoted to remote access, and possibly some other trunks not shown, are connected. Also connected to thePBX12 areinternal extension lines18, including particularly at least one access-control extension line20, to which an access-control circuit22 of the present invention has been connected.
• The[0030]PBX12 has the conventional monitoring andcontrol circuitry24 by which it monitors the lines for dial and supervisory signals and operates aswitch matrix26 that makes the connections between lines that are the PBX's ultimate purpose.
• We assume that[0031]trunk14 is one employed for DISA service. In conventional operation, the user will have dialed his company's number for such service, typically a WATS number (i.e., an “800” number in North America), and will thereby have been connected to thePBX12. The monitoring-and supervisory-signal circuitry24 will then apply a stutter dial tone to theDISA trunk14, in response to which the user will enter the authorization code that he has been assigned for use in obtaining an outgoing trunk. After verifying that the code is correct,circuit24 operates the switch matrix to connect theincoming trunk14 with another, outgoing trunk, say,trunk16, whereupon the originating user hears dial tone received overtrunk16 and is thereby prompted to dial the ultimate-destination number.
• For use with the present invention, however, the[0032]PBX12 is configured so that theswitch matrix26 initially connects all incoming calls fromWATS trunk14 to one of the extension lines20 to which the access-control circuit22 is connected. That is, to implement the present invention, the telephone administrator will have been required essentially only to obtain an access-control module22 from the manufacturer, plug it into one or more extension jacks, and configure thePBX12 in an arrangement conventionally-referred to as DIT (Direct Inward Termination), for connection of all trunk-14 calls to a free one of the access-control extensions20.
• The access-[0033]control module22 can be implemented in many ways, a typical one being shown in FIG. 1, which depicts it as including acomputer28. Forline33, it also includes a dial-signal circuit30 and, in this case, avoice synthesizer32. It includes similar circuits for the other access-control lines20. The dial-signal circuit30 can generate and recognize dial and supervisory signals, and it can also sample a short record of, say, received voice signals for purposes that will be explained below. The speech synthesizer can generate voice prompts. (Those skilled in the art will readily recognize that the voice prompts that will be described below are not necessary in order to practice the present invention, but we believe that such an approach is desirable.)
• Briefly, the[0034]computer28 receives notification from the dial-signal circuit30 that an incoming call is present on, say,line33, and it accordingly returns the off-hook signal and operates thespeech synthesizer32 for that line to generate a voice prompt that asks the user for his authorization code in the form of a user ID and a password. (User IDs and passwords do not have to be assigned separately, but it is often appropriate to do so; regular changing of passwords is desirable for security purposes, but a fixed user ID is desirable for continuity in recordkeeping.) If the user enters the proper authorization code, the computer then operates thespeech synthesizer32 to request the called number.
• When the user has entered that number, the computer verifies it as a destination to which the user is entitled to have his call directed. If the user is indeed so authorized, the computer simply operates the dial-[0035]signal circuitry30 to generate a hook flash or other transfer-indicating signal and then transmit the digits of the destination that the access-control module22 received from the user in response to the destination prompt. This will cause thePBX12 to respond in the conventional fashion by connecting theincoming trunk14 to the appropriate communications resource, which either is one of theinternal extension lines18 or anexternal trunk16, and thereby disconnecting it from the access-control module22. Then, if other calls come in on other DISA-designated trunks (not shown), thePBX12 can route them to the access-control module22 by way ofline33 even though the call initially received over that line is still in progress.
• Of course, an incoming call can arrive while the call-[0036]control module22 is still in the process of directing calls received on all of the access-control lines20, and the result will be that the PBX will return a busy signal in the conventional manner so that the prospective user will be required to call again if he is to make the connection through the company's PBX and thereby avail himself of the lower, WATS-line rates. Alternately, if the PBX is so equipped, the call may be held briefly in an automatic-call-distribution arrangement to be connected to the call-control module when a line becomes free. Further, if the PBX is so equipped, the call may be transferred upon encountering a busy or no-answer condition to an alternate destination, such as the console attendant.
• As is stated above, the access-[0037]control module22 makes the necessary transfer only if the user is entitled to access to the indicated destination. Entitlement here is determined by three factors. First, certain destinations, typically highly sensitive ones such as those employed to program thePBX12 or the access-control module22, can be reached by only one or very few users, as will be described below. Accordingly, these are not among the locations to which access is ordinarily granted.
• Secondly, the system administrator, by programming the access-control module, can assign each user a service class. In the illustrated embodiment, there are ten of these. If a user has been assigned only[0038]service class 0, then he is allowed access only to the PBX's local extensions, except, of course, those particularly identified as highly sensitive. If a user has been assignedservice class 1, 2, 3, or 7, he is ordinarily accorded access to DISA service; that is, by calling in on a WATS line, he can be granted access to an outgoing facility. (The differences amongclasses 1, 2, 3, and 7 will be described below.)Classes 4, 5, and 6 provide for access to fixed destinations, such as modem-pool ports, not under the control of the caller.
• [0039]Service classes 8 and 9 are special classes for particular users who require access to sensitive destinations other than the programming functions of the access-control module. In these service classes, the user is not granted immediate access to any location. Instead, the user is asked to hang up, and the access-control module22 places a call to a predetermined location where that user is supposed to be. This adds an additional level of confidence that the user is who he says he is. If the users service class is 8, the access-control module22 transfers that call to another predetermined location; that is, a user assigned to service class 8 is permitted to make a call only between two locations that have been determined in advance by previous programming.
• A user assigned[0040]service class 9 receives a callback in a manner the same as that in which users assigned service class 8 are. However, rather than being transferred to a second location, the service-class-9 user is granted access to the programming functions of the access-control module. Typically, the callback location programmed forservice class 9 is the office of the system administrator, so reprogramming of the access-control module ordinarily can be performed only from that location.
• The third constraint on access to requested destinations is that imposed by the “global class of service,” which the system administrator can change from time to time by programming in the normal manner. If the system administrator institutes[0041]global class 0, then incoming remote-service-access calls are granted access only to local extensions, regardless of the individual service class for the calling user.Global class 1 does not impose such a restriction, and users assignedindividual service class 1, 2, 3, or 7 are granted access to outgoing facilities whenglobal class 1 prevails.
• [0042]Global class 2 is instituted when the system administrator wants to take advantage of the call-pattern-monitoring aspects of the present invention. Underglobal class 2 , users assignedservice class 7 are granted access to outgoing facilities just as they are underglobal class 1. Ordinarily, users assigned toservice class 1, 2, or 3 are also granted access to outgoing facilities underglobal class 2, with the exception that access to those outgoing lines is subject to certain restrictions when the access-control module22 has detected certain traffic anomalies, which will now be described.
• In general, the access-[0043]control module22 maintains statistics on each user's communications traffic. In the illustrated embodiment, for example, the access-control module logs the number of calls by type (regular, long-distance, or international, for instance) and day of the week and keeps statistics of that user's usage. In the illustrated embodiment, for instance, the call-control module maintains the average over the previous thirty days by day of the week, typically omitting from that computation any day on which the user made no calls.
• When a user attempts to make a DISA call, the total number of such calls made by that user for that day is compared with the mean number of calls for that day of the week.[0044]
• This is the point at which, the differences among[0045]service classes 1, 2, and 3 come into play. When a user code is initially activated, no history yet exists for it. To “prime” the system, therefore, the system automatically assigns a mean number of calls, and this number is determined by the service class. The means forclasses 1, 2, and 3 might respectively be six, twelve, and eighteen calls, for instance.
• If the number of calls for the current day does not exceed the mean number of calls for the current day of the week, then access is accorded as it is under[0046]global service class 1. If it does exceed that mean value, on the other hand, the action taken in response to the request to place the DISA call depends on how unusual the current activity for that user is.
• To make this assessment, the access-control module computes a value F/T, where F is a factor, to be described below, associated with the user and T=1+aR, where R is a fraction between zero and 9.99 that the system administrator enters to indicate how sensitive the system is to be to variation in users' calling patterns, and a is 2.0 if the reference period for which statistics have been taken is less than fourteen days (as it will be when a new user has been added) and otherwise is 1.0 on weekdays and 0.5 on weekends.[0047]
• The factor F is given by F=f[0048]₁f₂f₃, where f₁is the ratio of the total calls for the current day to the mean number of calls for this day of the week.
• Factor f[0049]₂in this equation is given by f₂=|+¦ΔB¦/12, where ΔB is given as follows:
• ΔB=¦B_m−B_c¦if ¦B_m−B_c¦

  

  2
• 24−¦B_m−B_c¦otherwise,
• and B[0050]_mis the mean busy hour for the current day of the week, B_cis the mean busy hour for the current day, and the busy hours are given in accordance with a 24-hour clock.
• The mean busy hour, of course, is computed by multiplying the number of each clock hour by the number of calls in that hour and dividing the sum of the results by the total number of calls.[0051]
• Factor f[0052]₃is given by
• f₃=|+[¦P₁−P₁′¦+¦P₂−P₂′¦+¦P₃−P₃′¦+¦P₄−P₄′¦]/2
• where p[0053]₁, p₂, p₃, and p₄are the ratios of current internal, same-area-code, different-area-code, and different-country calls, respectively, to the total number of calls and p₁′, p₂′, p₃′, and p₄′ are the corresponding historical values.
• If this value F/T is less than 2, then access is accorded as it is under[0054]global service class 1 . If F/T exceeds 2 but is less than 3, then the individual user's service class is temporarily switched from its normal value to −1. A user whose class is −1 is not immediately switched to the outgoing line when he requests it. Instead, he is given a verbal prompt that requests that he speak his name. If he does this, he will be accorded the access that he requests.
• To verify that the user gives the right name requires speech-analysis programming, of course, so it may be considered preferable in some embodiments to dispense with this feature, since it may make the circuitry more elaborate than is considered worthwhile. As a practical matter, however, requesting that the user give his name and then merely testing to see whether voice signals result can itself prevent many unauthorized accesses; a “hacker” is often loath to leave a record of his voice.[0055]
• An intermediate approach is to use a verification criterion that does not require the costly equipment and complex algorithms ordinarily associated with speech processing. For example, the dial-and-[0056]supervision circuit30 may be used to detect, say, the onset of voice whose amplitude exceeds a certain threshold as well as the interruption of voice for more than a predetermined-maximum time. The time interval between these two events, which would be assumed to contain the user's voice response, would be measured, and samples would be taken of the voice signal during that interval. Normalized versions of the resultant values might then be compared point-by-point with a similarly obtained reference record for the user, and a factor f₄might be computed in accordance with:${\mathrm{<figure-callout\; label="f"\; filenames="US20040176069A1-20040909-D00002.png,US20040176069A1-20040909-D00004.png"\; state="\{\{state\}\}">f</figure-callout>}}_4=1+{k\left[\left(d-d^{\prime }\right)/d^{\prime }\right]}^2\sum _n{\left(x_n-{x^{\prime }}_n\right)}^2,$

  
• where k is a normalizing constant whose value depends on the number of samples used, d is the duration of the answer, X[0057]_nis the nth sample of the received voice response, and the primed values are the corresponding quantities taken from the reference voice record. This factor then could be used in a modified criterion quantity F′=f₁f₂f₃f₄, and the user can be treated as having responded properly if the value of F′/T does not exceed 3.
• In the illustrated embodiment, if the quantity F/T or F′/T exceeds 3, then the individual-service class is temporarily changed to −2, and the user is not permitted access to outbound trunks. Additionally, the access-control module can include a feature by which it responds to a call from a user whose code is −2 by placing a call to the extension of the system administrator and delivering a message that such a call has occurred. The invention can thus be employed to alert the system administrator to unusual usage without requiring any significant initiative on the administrator's part.[0058]
• FIGS. 2A and 2B present in flow-chart form a typical procedure by which these features can be implemented. When the access-[0059]control module22 receives a call, it sends a verbal greeting, asblock60 of the flow chart indicates, and then sends a verbal prompt requesting the user ID and password, asblock62 indicates. The user may not respond with an authorization code, as a negative result oftest64 represents, and block66 represents branching on whether the prompt has been given three times. If not, it is repeated. After the third pass, however, the call is aborted, asblock68 indicates, simply by sending an on-hook signal, i.e., by hanging up.
• Ordinarily, however, the user does enter a code, and the[0060]computer28 checks the code, asblock70 indicates.Block72 represents branching on the result of the checking process. If the code was incorrect, the user is ordinarily given a verbal message that indicates that the call cannot be completed, asblock74 indicates, and the access-control module22 then ordinarily sends transfer signals to thePBX12 to cause it to connect the call to a default destination, such as the extension of the local operator.Block76 represents such a transfer.
• If the user does enter a proper authorization code, on the other hand, the[0061]computer28 determines whether the individual service class assigned to the user is 7 or less than 4 on the one hand or some other value on the other, asblock77 indicates. In the latter case, represented by a negative result of the block-77 decision, the service class is either one of thedialback classes 8 and 9 or one of the “deadbolt”classes 4, 5, and 6. The deadbolt classes yield a positive result of the block-78 decision and the call is directed, without any further user input, to the destination assigned the user, asblock79 indicates. That is, a user inclass 4, 5, or 6 is afforded access to only one, predetermined destination. If the user is inclass 8 or 9, on the other hand, he requires a dialback, as will be explained presently.
• But first consider the result of a positive outcome of the block-[0062]77 decision. Thecomputer28 operates thespeech synthesizer32 to request that the user dial the number of his intended destination, asblock80 indicates. If the resultant dialed number designates an external destination, as an affirmative result oftest82 indicates, thecomputer28 must determine whether it can fulfill the request. If the service class for the user is 0 or −2, then the result of a test represented byblock84 is affirmative, and the user is notified that the call cannot be completed, asblock74 indicates. Typically, he will then be connected to the system operator or other default destination, asblock76 indicates.
• If the service class is 1, 2, 3, or 7, as an affirmative result of the test of[0063]block86 indicates, the call can be completed, and thecomputer28's routine proceeds to step88, in which it validates the requested destination. That is, it determines whether the destination exists and if access to it is permitted. This step primarily concerns local extensions, but some embodiments of the invention may also place, say, certain area codes off limits.
• If the destination does not exist or it is one to which general access is denied, a negative determination results from the test represented by[0064]block90, and the routine proceeds toblocks74 and76, where the user is notified that the call cannot be completed. Otherwise, the access-control module22 proceeds to transfer the call, typically by operating its dial-signal circuit30 to execute a hook flash, asblock92 indicates, and then dialing the number received from the user, asblock94 indicates.
• In order then to operate properly with most PBXs, it is necessary to branch again on whether the destination is internal or external, as[0065]block96 indicates. If the destination is internal, then the access-control module22 can operate the dial-signal circuit to go back on hook immediately, asblock98 indicates. For external calls, however, the transfer may not operate properly if the extension goes on hook immediately after the number is dialed. In those situations, therefore, the access-control module22 performs a pre-release delay, represented byblock100, before proceeding to therelease step98.
• A negative result of the test represented by[0066]block86 means that the service class is −1, so the user is prompted to speak his last name, asblock101 indicates. Asblock102 indicates, the user's failure to respond will cause the routine to proceed tosteps74 and76, in which it notifies the user that the call will not be processed further. Otherwise, further processing proceeds in a manner similar to that in which it proceeds for calls from users inservice classes 1, 2, 3, and 7.
• If the class of service is 8 or 9, then the test represented by[0067]block78 yields a negative result, and the routine proceeds to the step ofblock103. That step is the dialback procedure, in which thecomputer28 operates thespeech synthesizer32 to direct the user to hang up and operates the dial-signal circuit30 to dial the dialback number associated with that user. If no answer results at that extension, thecomputer28 operates the dial-signal circuit to go back on hook, asblocks104 and98 indicate. If the user does answer, thespeech synthesizer32 again requests the authorization code, asblock106 indicates, and an incorrect response again results in the lines being released, asblocks108 and98 indicate. If the service class is 8, the access-control module22 sends transfer signals to thePBX12 to cause it to connect the call to the destination extension previously programmed for that user, asblocks110 and112 indicate.Block112 represents a series of steps similar tosteps92,94,96, and98.
• If the service class is 9, on the other hand, the user is admitted to the administration-utility functions of the access-[0068]control module22, asblock111 indicates.
• At this stage, the user is able to set the several parameters described above and perform other administrative functions.[0069]
• Admitted to the administrative-utilities, the user is first given a voice prompt to select one of four menu selections respectively represented by[0070]blocks116,118,120, and122 of FIG. 3: (1) adding or editing authorization codes, (2) requesting a report, (3) requesting the system edit utilities for purposes that will be shortly explained, and (4) changing the global service class. The user chooses from this menu by dialing the digit associated with each choice.
• Dialing a “1” admits the user to the choices depicted in FIG. 4. As FIG. 4 shows, the access-control module again requests that the user make a menu choice by dialing one of the digits “1” through “4” in order to add, edit, delete, or find, respectively, a user ID and/or password. If the administrator enters a “1,” the[0071]speech synthesizer32 gives him an automatically assigned new number and prompts him to enter a user number if he wishes to change what has been assigned. In a similar manner, a password will be assigned, and the administrator is given an opportunity to keep what was assigned or change it. Likewise a default service class is assigned and the administrator is given the opportunity to keep or change it. He is then prompted to enter the dialback number if the class of service is 8 or 9, and the destination extension if the service class is 8, asblocks124,126,128,130, and132 indicate. The access-control module22 then uses itsspeech synthesizer32 to repeat the assigned password, asblock134 indicates.
• At this point, the access-[0072]control module22 prompts the administrator to make a further-selection, but the administrator can simply hang up at this point if no further changes are to be made. Otherwise, he may, for instance, dial “2,” which indicates that he wishes to edit the entries for an existing user.Block136 represents this choice, in response to which the access-control module22 prompts the administrator to enter the ID code of the user whose entries are to be changed, the new class of service for that user, the new dialback number if the service class is 8 or 9, the destination extension if the service class is 8, and the new password.Blocks138,140,142,144, and146 represent these entries, which are followed by the access-control module22's recitation of the new password, which block148 represents.
• If the administrator wants to delete a previously authorized user, he dials “3” and then dials the ID code of that user in response to a prompt, as[0073]blocks150 and152 indicate.
• As[0074]blocks154,156, and158 indicate, the system administrator also has the option of pressing the “4” key and thereby “looking up” the password assigned to a given user or the user assigned a given password.
• The access-[0075]control module22'scomputer28 will typically be in the form of an off-the-shelf computer and thus will ordinarily-include anoutput device160. This may be a serial port for driving a printer. Alternatively, the floppy disk drive may be employed as an output device. In any event, most embodiments of the invention will include some output device other than just thespeech synthesizer32 for generating reports.
• To obtain one of these reports, the system administrator dials a “2” in response to the initial prompt of FIG. 3, and this results in the administrator's being afforded the choices that FIG. 5 represents. Pressing the “1” key selects the user-code list, and the administrator is prompted to enter the user-code range for which the list is to be generated. When he has done so, the access-control module generates this report, typically by generating a hard copy by way of a printer. The contents of the report would typically be of a generally historical nature, giving, for instance, the average traffic for each user by day of the week and, for instance, breaking down the calls by type, e.g., internal, same area code, different area code, and different country code. This report might also include various current system parameters.[0076]Blocks160,162, and164 represent the process for generating this report.
• Dialing “2” gives the administrator a call-detail report, which lists each call in reverse order of occurrence, telling the date; time, destination, and disposition of the call. This report is particularly convenient because large blocks of “failed authorization code” entries in the report's disposition column are easily identifiable symptoms of attempts at unauthorized access. In the illustrated embodiment, the last 5,000 call records are usually retained, and the system administrator can restrict the size of the report by selecting a user-code range.[0077]Blocks166,168, and170 represent the generation of such a report.
• Whereas the user-code list is generated in order of user code and concentrates on historical data, the active-code list, which also is organized by user code, lists only those for which traffic has occurred since the last time a daily report was generated. This gives the historical data but also gives the data for the current day, including a histogram of activity by hour of the day. Like other reports, the active-code list can be restricted by user-code range. The report would also include flags, typically in the form of asterisks in the margins, to identify those authorization codes for which unusual activity has occurred, “unusual” being activity characterized by the deviations defined above.[0078]Blocks172,174, and176 represent generation of such a report.
• Even without administrator initiative, a daily active-code report is typically generated every morning and stored in memory, and the administrator can request that such a report be printed out by pressing the “4” key, as[0079]blocks178 and180 indicate.
• As was indicated above, the administrator can gain access to the system-edit utilities from the main menu of FIG. 3 by pressing the “3” key. This enables the administrator to perform various configurational operations that FIG. 6 depicts. As was indicated in connection with[0080]block76 of FIG. 2A, inability to “complete your call as dialed” ordinarily causes the call to be forwarded to a default destination, and dialing “1” gives the administrator a prompt in response to which he can enter the extension, to which such calls are to be directed.Block182 represents this function.
• Similarly, dialing “2” enables the system administrator to enter the current date and time and thus to set the real-time clock on which the system bases its statistics, as[0081]block184 indicates.
• [0082]Block186 indicates that dialing a “3” enables the system administrator to set various system parameters. The first prompt that the administrator receives in response to the “3” entry is one that requests the number of digits in the user ID codes, asblock188 indicates. The next prompt, represented byblock190, requests the duration of the pre-release delay imposed instep100 of FIG. 2B.
• With the next prompt, the administrator is invited to set the parameter R used in the calculations above to determine whether users' call patterns have deviated excessively from historical norms. As was just explained, this factor is also used in determining whether to flag various report entries.[0083]Block192 represents setting this parameter.
• The last prompt requests that the network-access digit be set. This is typically the “9” digit, and it is used to obtain an outside line.[0084]Block194 represents this action.
• The system typically backs up its volatile files by writing them onto, for instance, a floppy disk in response to various predetermined occurrences. The system administrator can request that an additional backup occur by dialing “4” under the system-edit-utilities menu, as[0085]block196 indicates.
• When the system administrator presses the “[0086]4” key to makemenu selection122 in FIG. 3, he receives a prompt that requests the current global class of service. Pressing the “0,”“1,” or “2” key sets the corresponding global class of service.
• We believe that an access-control module that can be programmed in this manner, i.e., by simply dialing from the administrator's extension, is particularly simple to install and use and lends itself to relatively low-cost manufacture. However, the broader teachings of the present invention are readily embodied in systems that, for instance, are programmable from a conventional, attached keyboard.[0087]
• Additionally, those skilled in the art will recognize that figures of merit other than that identified as “F” in the above description can be used to indicate whether a sufficient deviation from the historical pattern has occurred. Moreover, the deviations do not have to be calculated on the basis of individual days of the week and can simply be calculated on the basis of days generally or weekend days versus weekdays, for instance.[0088]
• Furthermore, the broader aspects of the invention do not require a PBX; they can be implemented, for instance, in other communications facilities whose calls ostensibly identify the users who make them. Telephone operating companies, for instance, can use the invention at central offices to restrict access both for their benefit and for that of their customers.[0089]
• Accordingly, the present invention can be realized in a wide range of embodiments and thus constitutes a significant advance in the art.[0090]

Claims (10)

What is claimed is:

1. A method of determining if a use of a particular unit is fraudulent comprising the steps of,

monitoring the use of said particular unit, for a plurality of times that said unit is used, to collect statistics concerning the use of said particular unit over a time period having a specific length to establish a normal usage pattern for said particular unit, said pattern being established over a plurality of uses of said unit, determining if more than a predetermined deviation exits between the use of said unit during a second period of time and said normal usage pattern,

taking a first type of action if said deviation is below a first value,

taking a second type of action if said deviation is above said first value.

2. A method for preventing unauthorized use of a particular unit comprising the steps of,

monitoring the use of said particular unit to collect statistics to establish a normal pattern of use of said particular unit, said pattern of use and said monitoring covering a first period of time having a specific length and covering a plurality of times said unit is used,

determining if there is more than a predetermined deviation between the use of said particular unit and said normal pattern of use during a second period of time having a length equal to said specific length,

taking a first type of action if said deviation is below a first value,

taking a second type of action if said deviation is above said first value.

3. A computerized system for preventing fraudulent use of a particular item, first means which monitors use of said particular item to collect statistics over a first period of time having a specific length to establish a normal pattern of use of said particular item, said specific length covering a plurality of uses of said item,

second means which determines if there is more than a particular amount of deviation between use of said particular item during a second period having a length equal to said specific length and said normal pattern of use,

whereby a first type of action is taken if said deviation is below a first value, and a second type of action if said deviation is above said first value.

4. The system recited inclaim 3 wherein said first means is a computer program,

5. The system recited inclaim 3 wherein said second means is a computer program.

6. The method recited inclaim 1 wherein said statistics are collected by a computer program.

7. The method recited in claims1 wherein said determining step is done by a programmed computer.

8. The method inclaim 2 wherein said unauthorized use is fraudulent.

9. The method recited inclaim 2 wherein said collecting and determining are performed by a programmed digital computer.

10. A method of providing security for a particular item including,

monitoring use of said particular item to collect statistics over a first period of time having a particular length to establish a normal pattern of use of said particular item, said pattern covering a plurality of uses of said item,

determining if there is more than a predetermined deviation between the use of said particular item during a second period of time having a length equal to said particular length and said normal pattern of use,

taking a first type of action if said deviation is below a first value,

taking a second type of action if said deviation is above said first value.

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