Game Theory for Cyber Deception: A Tutorial

March 03, 2019 ยท The Cartographer ยท ๐Ÿ› Symposium and Bootcamp on the Science of Security

๐Ÿ“š THE CARTOGRAPHER: The Cartographer
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Authors Quanyan Zhu arXiv ID 1903.01442 Category cs.GT: Game Theory Cross-listed cs.CR Citations 19 Venue Symposium and Bootcamp on the Science of Security Last Checked 9 days ago
Abstract
Deceptive and anti-deceptive technologies have been developed for various specific applications. But there is a significant need for a general, holistic, and quantitative framework of deception. Game theory provides an ideal set of tools to develop such a framework of deception. In particular, game theory captures the strategic and self-interested nature of attackers and defenders in cybersecurity. Additionally, control theory can be used to quantify the physical impact of attack and defense strategies. In this tutorial, we present an overview of game-theoretic models and design mechanisms for deception and counter-deception. The tutorial aims to provide a taxonomy of deception and counter-deception and understand how they can be conceptualized, quantified, and designed or mitigated. This tutorial gives an overview of diverse methodologies from game theory that includes games of incomplete information, dynamic games, mechanism design theory to offer a modern theoretic underpinning of cyberdeception. The tutorial will also discuss open problems and research challenges that the HoTSoS community can address and contribute with an objective to build a multidisciplinary bridge between cybersecurity, economics, game and decision theory.
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