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A Cloud-Fog-Edge Closed-Loop Feedback Security Risk Prediction Method
Cao Q(曹琪)
发表期刊IEEE Access
摘要

In recent years, with the opening of the ``smart age'' curtain, smart devices dominated by technologies such as robots, drones, and intelligent perception have gradually moved to the center of the Intelligent CPSS stage. However, the new security risks of the Intelligent CPSS have also become increasingly prominent. Especially in recent years, in Ukraine and Venezuela's power attack incidents, a series of related attacks always occur simultaneously. This is a multi-task compound attack. This paper
designs a set of Cloud-Fog-Edge closed-loop feedback security risk prediction strategies for multi-task compound attacks based on the offensive and defensive ideas of intelligent games, combining classied
deep Boltzmann machines and Markov time-varying models. This strategy can be used for various types of power intelligent system terminals, and realizes security risk prediction with modularity, interoperability, open interfaces and compliance with open standards. Interoperability with other safety equipment can also be achieved through standardized interfaces to form system security protection capabilities to meet the actual needs of the industry Internet system. Experimental results show that the method is superior to the typical traditional method.

2020-02
卷号10.1109期号:ACCESS.2020.2972032页码:29004-29020
收录类别SCIE
文献类型期刊论文
条目标识符http://ir.casisd.cn/handle/190111/9956
专题智库建设研究部
通讯作者Cao Q(曹琪)
作者单位中国科学院科技战略咨询研究院
推荐引用方式
GB/T 7714
Cao Q. A Cloud-Fog-Edge Closed-Loop Feedback Security Risk Prediction Method[J]. IEEE Access,2020,10.1109(ACCESS.2020.2972032):29004-29020.
APA Cao Q.(2020).A Cloud-Fog-Edge Closed-Loop Feedback Security Risk Prediction Method.IEEE Access,10.1109(ACCESS.2020.2972032),29004-29020.
MLA Cao Q."A Cloud-Fog-Edge Closed-Loop Feedback Security Risk Prediction Method".IEEE Access 10.1109.ACCESS.2020.2972032(2020):29004-29020.
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