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Titlebook: Decision and Game Theory for Security; 10th International C Tansu Alpcan,Yevgeniy Vorobeychik,György Dán Conference proceedings 2019 Spring

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https://doi.org/10.1007/978-1-4471-0471-1ion and the other with labels. We discuss the implementability of these constraints. In the case that the constraints are not implementable we present models to retrieve pure strategies in a way that they are the closest in average to the set of fairness constraints.
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DeepFP for Finding Nash Equilibrium in Continuous Action Spaces,r structured games. We demonstrate stable convergence to Nash equilibrium on several classic games and also apply DeepFP to a large forest security domain with a novel defender best response oracle. We show that DeepFP learns strategies robust to adversarial exploitation and scales well with growing number of players’ resources.
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,Toward a Theory of Vulnerability Disclosure Policy: A Hacker’s Game,he model is a description of why the disclosure of vulnerabilities can only be an optimal policy when the cost to the hacker of searching for a Zero-Day vulnerability is small. The model is also extended to discuss Microsoft’s new “extended support” disclosure policy.
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https://doi.org/10.1007/978-1-4471-0471-1 behave the same way, either sharing or hiding personal information. We present an empirical analysis of a relevant data set, showing that our model parameters can be fit and that the proposed model has better explanatory power than a corresponding null (linear) model of behavior.
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https://doi.org/10.1007/978-1-4471-0471-1sary can never achieve the targeted policy. We provide conditions on the falsified cost which can mislead the agent to learn an adversary’s favored policy. A numerical case study of water reservoir control is provided to show the potential hazards of RL in learning-based control systems and corroborate the results.
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