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Paper

A Formal Approach for Complex Attacks Generation based on Mutation of 5G Network Traffic

Topics:Cybersecurity Technologies; Formal Methods; Network and Data Communications; Testing and Testability

In Proceedings of the 17th International Conference on Software Technologies ICSOFT - Volume 1,234-241,2022, Lisbon, Portugal

Authors:Zujany Salazar¹;Fatiha Zaidi²;Wissam Mallouli¹;Ana Rosa Cavalli¹;Huu Nghia Nguyen¹ andEdgardo Montes De Oca¹

Affiliations:¹Montimage EURL, Paris, France;²Université Paris-Saclay, CNRS, ENS Paris-Saclay, Laboratoire Méthodes Formelles, 91190, Gif-sur-Yvette, France

Keyword(s):Formal Approach, Mutation Technique, Network Traffic, 5G Networks, Fuzzing Techniques.

Abstract:We present a formal approach based on mutation techniques for the modelling of cybersecurity attacks and its application to 5G networks. We introduce formal definitions of the main concepts of network protocols, mutation operators, flow of network packets and network traffic. We design a formal approach based on different mutation operators that allows to design models that can be assimilated with known and unknown attacks. This approach has been implemented in our open source 5G network traffic fuzzer, 5Greplay, and has been applied to two use cases that are representative of attacks against 5G networks.

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Paper citation in several formats:

Salazar, Z., Zaidi, F., Mallouli, W., Cavalli, A. R., Nguyen, H. N. and Montes De Oca, E. (2022).A Formal Approach for Complex Attacks Generation based on Mutation of 5G Network Traffic. InProceedings of the 17th International Conference on Software Technologies - ICSOFT; ISBN 978-989-758-588-3; ISSN 2184-2833, SciTePress, pages 234-241. DOI: 10.5220/0011319000003266

@conference{icsoft22,
author={Zujany Salazar and Fatiha Zaidi and Wissam Mallouli and Ana Rosa Cavalli and Huu Nghia Nguyen and Edgardo {Montes De Oca}},
title={A Formal Approach for Complex Attacks Generation based on Mutation of 5G Network Traffic},
booktitle={Proceedings of the 17th International Conference on Software Technologies - ICSOFT},
year={2022},
pages={234-241},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011319000003266},
isbn={978-989-758-588-3},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the 17th International Conference on Software Technologies - ICSOFT
TI - A Formal Approach for Complex Attacks Generation based on Mutation of 5G Network Traffic
SN - 978-989-758-588-3
IS - 2184-2833
AU - Salazar, Z.
AU - Zaidi, F.
AU - Mallouli, W.
AU - Cavalli, A.
AU - Nguyen, H.
AU - Montes De Oca, E.
PY - 2022
SP - 234
EP - 241
DO - 10.5220/0011319000003266
PB - SciTePress