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Epistemic Signaling Games for Cyber Deception with Asymmetric Recognition
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0002-8598-0348
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0003-1835-2963
2022 (English)In: IEEE Control Systems Letters, E-ISSN 2475-1456, Vol. 6, p. 854-859, article id 9447822Article in journal (Refereed) Published
Abstract [en]

This letter provides a model of cyber deception with asymmetric recognition represented by private beliefs. Signaling games, which are often used in existing works, are built on the implicit premise that the receiver's belief is public information. However, this assumption, which leads to symmetric recognition, is unrealistic in adversarial decision making. For a precise evaluation of risks arising from cognitive gaps, this letter proposes epistemic signaling games based on the Mertens-Zamir model, which explicitly quantifies players' asymmetric recognition. Equilibria of the games are analytically characterized with an interpretation.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2022. Vol. 6, p. 854-859, article id 9447822
Keywords [en]
Game theory, modeling, Risks, Adversarial decision making, Cognitive gap, Public information, Signaling game, Decision making
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:kth:diva-310702DOI: 10.1109/LCSYS.2021.3087097ISI: 000668835800060Scopus ID: 2-s2.0-85111015610OAI: oai:DiVA.org:kth-310702DiVA, id: diva2:1655399
Note

QC 20220502

Available from: 2022-05-02 Created: 2022-05-02 Last updated: 2025-01-31Bibliographically approved

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Sasahara, HampeiSandberg, Henrik

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