A Quantal Response Analysis of Human Decision-Making in Interdependent Security Games Modeled by Attack Graphs
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DOI: 10.1109/access.2024.3391305
Abstract: Interdependent systems, under the management of multiple decision-makers, confront rapidly growing cybersecurity threats. This paper delves into the realm of security decision-making within these complex interdependent systems managed by multiple defenders. Each defender assumes responsibility… read more here.
Keywords: human decision; decision making; quantal response; decision ... See more keywords
Inverse Matrix Games With Unique Quantal Response Equilibrium
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DOI: 10.1109/lcsys.2022.3214857
Abstract: In an inverse game problem, one needs to infer the cost function of the players in a game such that a desired joint strategy is a Nash equilibrium. We study the inverse game problem for… read more here.
Keywords: equilibrium; inverse matrix; response equilibrium; quantal response ... See more keywords
A Complete Analysis on the Risk of Using Quantal Response: When Attacker Maliciously Changes Behavior under Uncertainty
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DOI: 10.3390/g13060081
Abstract: In security games, the defender often has to predict the attacker’s behavior based on some observed attack data. However, a clever attacker can intentionally change its behavior to mislead the defender’s learning, leading to an… read more here.
Keywords: attacker; uncertainty; defender; quantal response ... See more keywords