Discovering How to Attack a System

Fabrizio Baiardi; Daria Maggi; Daria Maggi; Mauro Passacantando

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Paper

Discovering How to Attack a System

Topics: Intrusion Detection & Prevention; Network Security; Risk Assessment

In Proceedings of the 19th International Conference on Security and Cryptography SECRYPT - Volume 1, 548-553, 2022 , Lisbon, Portugal

Authors: Fabrizio Baiardi ¹ ; Daria Maggi ^{2

;

3} and Mauro Passacantando ¹

Affiliations: ¹ Dipartimento di Informatica, Universita di Pisa, Largo B. Pontecorvo 3, Pisa, Italy ; ² Cisco Systems Portugal, Portugal ; ³ Dipartimento di Ingegneria Informatica, Universita of Pisa, Pisa, Italy

Keyword(s): Genetic Algorithm, Rule based System, Attack Strategy, Digital Twin.

Abstract: We evaluate the performance of a genetic algorithm to discover the best set of rules to implement an intrusion against an ICT network. The rules determine how the attacker selects and sequentializes its actions to implement an intrusion. The fitness of a set of rules is assigned after exploiting it in an intrusion. The evaluation of the distinct sets of rules in the populations the algorithm considers requires multiple intrusions. To avoid the resulting noise on the ICT network, the intrusions target a digital twin of the network. We present a preliminary experimental results that supports the feasibility of the proposed solution.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Baiardi, F.; Maggi, D. and Passacantando, M. (2022). Discovering How to Attack a System. In Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT; ISBN 978-989-758-590-6; ISSN 2184-7711, SciTePress, pages 548-553. DOI: 10.5220/0011270000003283

@conference{secrypt22,
author={Fabrizio Baiardi. and Daria Maggi. and Mauro Passacantando.},
title={Discovering How to Attack a System},
booktitle={Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT},
year={2022},
pages={548-553},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011270000003283},
isbn={978-989-758-590-6},
issn={2184-7711},
}

TY - CONF

JO - Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT
TI - Discovering How to Attack a System
SN - 978-989-758-590-6
IS - 2184-7711
AU - Baiardi, F.
AU - Maggi, D.
AU - Passacantando, M.
PY - 2022
SP - 548
EP - 553
DO - 10.5220/0011270000003283
PB - SciTePress