SOCMTD: Selecting Optimal Countermeasure for Moving Target Defense Using Dynamic Game

被引:6
|
作者
Hu, Hao [1 ,2 ]
Liu, Jing [2 ]
Tan, Jinglei [2 ]
Liu, Jiang [2 ]
机构
[1] State Key Lab Math Engn & Adv Comp, Zhengzhou 450001, Peoples R China
[2] Zhengzhou Informat Sci & Technol Inst, Zhengzhou 450001, Peoples R China
基金
中国国家自然科学基金;
关键词
moving target defense; dynamic defense; signal game; optimal countermeasure; cost and benefit;
D O I
10.3837/tiis.2020.10.013
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Moving target defense, as a 'game-changing' security technique for network warfare, realizes proactive defense by increasing network dynamics, uncertainty and redundancy. How to select the best countermeasure from the candidate countermeasures to maximize defense payoff becomes one of the core issues. In order to improve the dynamic analysis for existing decision-making, a novel approach of selecting the optimal countermeasure using game theory is proposed. Based on the signal game theory, a multi-stage adversary model for dynamic defense is established. Afterwards, the payoffs of candidate attack-defense strategies are quantified from the viewpoint of attack surface transfer. Then the perfect Bayesian equilibrium is calculated. The inference of attacker type is presented through signal reception and recognition. Finally the countermeasure for selecting optimal defense strategy is designed on the tradeoff between defense cost and benefit for dynamic network. A case study of attack-defense confrontation in small-scale LAN shows that the proposed approach is correct and efficient.
引用
收藏
页码:4157 / 4175
页数:19
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