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Titlebook: Decision and Game Theory for Security; 11th International C Quanyan Zhu,John S. Baras,Juntao Chen Conference proceedings 2020 Springer Natu

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https://doi.org/10.1007/978-1-4471-0471-1e learned preferences and show that the problem is NP-hard. (3) We perform extensive experiments to validate our methods and results. In addition, we provide a case study of the credit bureau network to illustrate how FDP implements deception on a real-world problem.
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Engineering Asset Management Reviewa two-player general-sum game between the adversary and the defender. To solve this game, we propose a multi-agent reinforcement learning framework based on the double oracle algorithm. Finally, we provide experimental results to demonstrate the effectiveness of our framework in finding optimal policies.
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Debugging, Protection When Errors Arisemany types of network swarms including detection of influential malevolent “sources” of attacks and “miss-information”. The proposed algorithms are robust to missing data and noise. We validate our methodology using simulation data of complex swarm movements.
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Detection of Dynamically Changing Leaders in Complex Swarms from Observed Dynamic Datamany types of network swarms including detection of influential malevolent “sources” of attacks and “miss-information”. The proposed algorithms are robust to missing data and noise. We validate our methodology using simulation data of complex swarm movements.
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Decision and Game Theory for Security978-3-030-64793-3Series ISSN 0302-9743 Series E-ISSN 1611-3349
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https://doi.org/10.1007/978-3-030-64793-3artificial intelligence; computer crime; computer networks; computer science; computer security; computer
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978-3-030-64792-6Springer Nature Switzerland AG 2020
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