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工业控制网络蜜罐攻防博弈理论
$40.67
本书在对网络攻防博弈理论总结与归纳的基础上,系统介绍了作者团队近年来在工控博弈理论方面的研究成果。
本书聚焦工业互联网蜜罐这一当前工业互...
本书聚焦工业互联网蜜罐这一当前工业互联网安全领域的热点问题,对其主动防御策略优化的相关理论与方法进行介绍。全书从工业控制网络安全、工业控制网络蜜罐、博弈论及其在网络攻防中的应用、基于静态博弈的工控蜜罐攻防建模及分析、基于动态博弈的工控蜜罐攻防建模与分析、基于博弈的工控蜜罐攻防策略优化分析等方面对工业互联网蜜罐防御策略问题进行全面、深度的剖析。本书不仅适合于研究生教学参考,也可以为网络安全领域的从业工程师做为技术参考书。
刘光杰,南京信息工程大学电子信息学院教授、博士生导师、副院长。担任中国电子学会通信学分会通信与信息安全专委会委员、中国图像图形学会数字媒体取证与安全委员会委员、江苏省系统工程学会理事等。
第1章工业控制网络安全
1.1工业控制系统简介
1.1.1工业控制系统架构
1.1.2典型工业控制系统
1.1.3工业控制系统发展趋势
1.2工业控制网络简介
1.2.1工业控制网络架构
1.2.2工业控制网络协议
1.2.3工业控制网络应用
1.3工业控制网络安全威胁
1.3.1工业控制网络脆弱性
1.3.2工业控制网络典型攻击形式
1.4工业控制网络安全防御
1.4.1工业控制网络防御体系
1.4.2工业控制网络安全防御技术
参考文献
第2章蜜罐与工控蜜罐
2.1蜜罐技术基础
2.1.1蜜罐的基本概念
2.1.2蜜罐系统的构成
2.1.3蜜罐部署以及应用
2.2蜜罐的种类
2.2.1蜜罐业务类型
2.2.2蜜罐实现方式
2.2.3蜜罐交互性
2.3工控蜜罐及其发展
2.3.1工控蜜罐发展过程
2.3.2工控蜜罐典型应用场景
2.3.3工控蜜罐未来发展趋势
2.4小结
第3章博弈论及其在网络攻防中的应用
3.1博弈论概述
3.2静态博弈及其策略分析
3.2.1策略式博弈
3.2.2贝叶斯博弈
3.3动态博弈及其策略分析
3.3.1扩展式博弈
3.3.2重复博弈
3.3.3扩展式贝叶斯动态博弈
3.3.4演化博弈
3.4基于博弈论的网络攻防建模
3.4.1博弈论视角下网络攻防行为分析
3.4.2基于博弈论的互联网攻防博弈建模
3.4.3基于博弈论的工业互联网攻防博弈建模
3.5小结
第4章基于静态博弈的工控蜜罐攻防建模及分析
4.1理论: 不完全信息工控蜜罐静态博弈模型
4.1.1静态博弈防御方类型、策略和收益
4.1.2静态博弈攻击方类型、策略和收益
4.1.3静态博弈均衡策略分析
4.2基于资源约束的信息物理系统蜜罐静态攻防建模及分析
4.2.1防御方行为、策略和收益
4.2.2攻击方行为、策略和收益
4.2.3贝叶斯纳什均衡策略获取方法
4.2.4资源约束下防御策略获取方法
4.2.5仿真验证与分析
4.3基于前景理论的能源电网蜜罐静态攻防建模及分析
4.3.1防御方行为、策略和收益
4.3.2攻击方行为、策略和收益
4.3.3有限理性贝叶斯纳什均衡策略获取方法
4.3.4仿真验证与分析
4.4小结
第5章基于动态博弈的工控蜜罐攻防建模与分析
5.1工控蜜罐动态博弈架构
5.1.1动态博弈攻防双方行为、策略和收益
5.1.2动态博弈均衡策略分析
5.2基于演化博弈的智能电网工控蜜罐动态攻防建模及分析
5.2.1攻防双方行为、策略和收益
5.2.2演化稳定策略获取方法
5.2.3仿真验证与分析
5.3基于前景理论的工控半自动化蜜罐动态攻防建模及分析
5.3.1攻击方行为、策略和收益
5.3.2有限理性演化稳定策略获取方法
5.3.3仿真验证与分析
5.4小结
第6章基于博弈的工控蜜罐攻防策略优化
6.1基于纳什均衡的工控蜜罐攻击策略优化分析
6.1.1微电网控制系统蜜罐模型
6.1.2攻防交互建模与分析
6.1.3攻击策略优化
6.1.4仿真分析
6.2基于合作博弈的工控蜜罐防御策略优化分析
6.2.1基于合约博弈的工控蜜罐日志数据汇聚激励模型构建
6.2.2工控蜜罐日志数据汇聚激励合约策略求解
6.2.3仿真分析
6.3小结
近年来,在数字产业化、产业数字化浪潮推动下,我国工业企业持续向信息化、网络化和智能化转型,越来越多的工业控制系统从孤立走向互联,从封闭走向开放。在提升生产和管理效率的同时也面临多层次、多维度的信息安全威胁。工控蜜罐是一种典型的运行于工控环境中的欺骗式主动防御技术,可以吸引攻击,分析攻击,推测攻击意图,并通过与防火墙、IDS以及IPS等联动实施威胁阻断,已在电力、石化、钢铁、轨道交通等行业成功应用。随着工控网络对抗持续演进,业界的关注点也逐渐从建设期的工控蜜罐技术方案向实施运行期的运用策略发展,需要系统地考虑动态攻防的决策优化问题。博弈论作为“互动的决策论”已在军事、经济、社会科学多个领域取得成功,成为很多学科的范式和语言。工业控制系统蜜罐攻防博弈理论的要素主要包括三个方面: 工业控制系统蜜罐攻防过程建模、工业控制系统蜜罐博弈建模和工业控制系统博弈过程分析。对于工业控制系统蜜罐攻防博弈而言,其关注的焦点通常在于策略的选取,使得如何在现有网络攻击和防御技术前提下,对抗双方希望尽可能获得更多的收益,同时降低成本的无效消耗。由于攻击者和防御者之间信息通常是不对称的,故一般情况下不仅要解决信息对称下均衡策略获取的问题,还要解决信息不对称约束下策略优化的问题。本书在对网络攻防博弈理论总结与归纳的基础上,系统地介绍了研究团队近年来在工控博弈理论方面的研究成果。本书作者是国内较早开展攻防博弈研究的团队之一,从2005年起就开始从事信息隐藏博弈对抗建模的研究,承担了该研究领域的二十余项国家、省部级研究课题,包括国家重点研发计划课题、国家“863”计划课题、国家科技支撑计划、国家自然科学基金等。本书第1~3章内容主要是汇编、整理了该领域的基本概念和相关学术成果,其余章节均为团队多年来的研究积累,第1~3章的内容由吉小鹏执笔,第4章以及第6章的部分内容由刘光杰执笔,第5章以及第6章的部分内容由田文执笔。刘光杰负责全书的组织、整理和统稿。本书研究成果得到国家重点研发计划项目(项目号: 2021QY0700)、国家自然科学基金项目(项目号: U21B2003,62072250,U1836104)等项目的支持,在此表示感谢!由于作者水平所限,书中不足和疏漏之处在所难免,敬请同行专家和读者批评指正!作者
2022年3月
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