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Mean-Field-Game Model for Botnet Defense in Cyber-Security
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Journal Article
Mean-Field-Game Model for Botnet Defense in Cyber-Security
2016
Overview
We initiate the analysis of the response of computer owners to various offers of defence systems against a cyber-hacker (for instance, a botnet attack), as a stochastic game of a large number of interacting agents. We introduce a simple mean-field game that models their behavior. It takes into account both the random process of the propagation of the infection (controlled by the botner herder) and the decision making process of customers. Its stationary version turns out to be exactly solvable (but not at all trivial) under an additional natural assumption that the execution time of the decisions of the customers (say, switch on or out the defence system) is much faster that the infection rates.
Publisher
Springer US,Springer Nature B.V
Subject
/ Calculus of Variations and Optimal Control; Optimization
/ CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS
/ Computer information security
/ Control
/ Defense
/ Games
/ Malware
/ Mathematical and Computational Physics
/ Mathematical Methods in Physics
/ Numerical and Computational Physics
/ Studies
/ SWITCHES
