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Full-Text Articles in Physical Sciences and Mathematics
A Game Theoretic Approach For Deploying Intrusion Detection Agent, Cheng-Kuang Wu
A Game Theoretic Approach For Deploying Intrusion Detection Agent, Cheng-Kuang Wu
Cheng-Kuang Wu
The proposed framework applies two game theoretic models for economic deployment of intrusion detection system (IDS). The first scheme models and analyzes the interaction behaviors of between an attacker and intrusion detection agent within a non-cooperative game, and then the security risk value is derived from the mixed strategy Nash equilibrium. The second scheme uses the security risk value to compute the Shapley value of intrusion detection agent under the various threat levels. Therefore, the fair agent allocation creates a minimum set of IDS deployment costs. Numerical examples show that the network administrator can quantitatively evaluate the security risk of …
A Game Theoretic Framework For Multi-Agent Deployment In Intrusion Detection Systems, Cheng-Kuang Wu
A Game Theoretic Framework For Multi-Agent Deployment In Intrusion Detection Systems, Cheng-Kuang Wu
Cheng-Kuang Wu
Due to cost considerations there must exist in intrusion detection system, a trade-off between the user’s ease of access and capability of detecting attacks. The proposed framework applies two game theoretic models for economic deployment of intrusion detection agent. The first scheme models and analyzes the interaction behaviors between an attacker and intrusion detection agent within a non-cooperative game, and then the security risk value is derived from the mixed strategy Nash equilibrium. The second scheme uses the security risk value to compute the Shapley value of intrusion detection agent while considering the various threat levels. Therefore, the efficient agent …
A Game Theory Approach For An Emergency Management Security Advisory System, Cheng-Kuang Wu
A Game Theory Approach For An Emergency Management Security Advisory System, Cheng-Kuang Wu
Cheng-Kuang Wu
Efficient emergency management must determine how and when to alert and advise the critical and appropriate response units to the danger of terrorist attacks, particularly when available resources are limited. We propose a framework for homeland security advisory system that incorporates two game theory models designed to advise response units and raise the alarm. In the first scheme the interactive behaviors between the elements or participants of the multi-emergency response system and the zone response unit are modeled and analyzed as a non-cooperative game, after which the terrorist threat value is derived from the mixed strategy Nash equilibrium. In the …