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Intrusion Tolerance as a Two-Level Game
KTH, Skolan för elektroteknik och datavetenskap (EECS), Datavetenskap, Nätverk och systemteknik.ORCID-id: 0000-0003-1773-8354
KTH, Skolan för elektroteknik och datavetenskap (EECS), Datavetenskap, Nätverk och systemteknik.ORCID-id: 0000-0001-6039-8493
2025 (engelsk)Inngår i: Decision and Game Theory for Security - 15th International Conference, GameSec 2024, Proceedings, Springer Nature , 2025, s. 3-23Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

We formulate intrusion tolerance for a system with service replicas as a two-level game: a local game models intrusion recovery and a global game models replication control. For both games, we prove the existence of equilibria and show that the best responses have a threshold structure, which enables efficient computation of strategies. State-of-the-art intrusion-tolerant systems can be understood as instantiations of our game with heuristic control strategies. Our analysis shows the conditions under which such heuristics can be significantly improved through game-theoretic reasoning. This reasoning allows us to derive the optimal control strategies and evaluate them against 10 types of network intrusions on a testbed. The testbed results demonstrate that our game-theoretic strategies can significantly improve service availability and reduce the operational cost of state-of-the-art intrusion-tolerant systems. In addition, our game strategies can ensure any chosen level of service availability and time-to-recovery, bridging the gap between theoretical and operational performance.

sted, utgiver, år, opplag, sider
Springer Nature , 2025. s. 3-23
Emneord [en]
bft, Cybersecurity, game theory, intrusion tolerance, network security, optimal control, reliability theory
HSV kategori
Identifikatorer
URN: urn:nbn:se:kth:diva-355925DOI: 10.1007/978-3-031-74835-6_1ISI: 001416979800001Scopus ID: 2-s2.0-85207655805OAI: oai:DiVA.org:kth-355925DiVA, id: diva2:1911091
Konferanse
15th International Conference on Decision and Game Theory for Security, GameSec 2024, October 16-18, 2024, New York, United States of America
Merknad

Part of ISBN 9783031748349

QC 20241106

Tilgjengelig fra: 2024-11-06 Laget: 2024-11-06 Sist oppdatert: 2025-03-17bibliografisk kontrollert

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Totalt: 267 treff
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