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一个具有限制策略的攻击者-防守者游戏模型
Jiaqi Ren1, Jin Liu1, Yibo Dong1
1National Key Laboratory of Information Systems Engineering, National University of Defense Technology, Changsha 410073, China.
Entropy (Basel, Switzerland)
|August 29, 2024
概括
本研究为基础设施安全的攻击者-防御者游戏引入了受约束的策略. 纳入战略约束影响纳什平衡,引导双方向较低的平均距离.
科学领域:
- 网络安全 网络安全
- 游戏理论 游戏理论
- 复杂的系统复杂的系统.
背景情况:
- 基础设施攻击和防御场景是研究的关键领域.
- 现有的方法经常结合复杂的网络理论和游戏理论.
- 之前的研究忽视了在复杂情况下限制策略的影响.
研究的目的:
- 引入一种新的方法来分析攻击者和防御者的互动,包括受约束的策略.
- 开发一个游戏模型,将基于节点距离的策略纳入约束规则.
- 评估这些约束对决策和纳什平衡的影响.
主要方法:
- 定义一个规则,其中策略概率随着平均节点距离的增加而减少.
- 建立一个具有限制策略的攻击者-防卫者游戏模式.
- 利用信息理论来评估战略的不确定性.
- 开发解决方法,并在目标网络上进行实验.
主要成果:
- 限制在攻击者-防守者游戏中显著影响纳什平衡.
- 在应用约束时,攻击者和防御者都喜欢使用较低平均距离的策略.
- 约束的影响随着可攻击或可防御节点数量的增加而减少.
结论:
- 这项研究通过结合战略约束,为理解基础设施安全中的战略互动提供了一个新的框架.
- 这些发现为基础设施防御和攻击动态提供了新的视角.
- 该研究强调了约束如何塑造战略选择和平衡结果.
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