高技术通讯2025，Vol.35Issue(7)：790-798,9.DOI:10.3772/j.issn.1002-0470.2025.07.011
面向智能电网的网络子结构聚类攻击策略
Network substructure clustering attack strategy for smart grid
摘要
Abstract
Network substructure clustering in power grids can support grid supervision platforms by enabling effective dis-tributed control strategies and facilitating faster grid recovery.However,its security remains underexplored.Existing clustering attack methods cannot be directly applied to the power grid due to the significant structural differences between power grids and traditional complex networks.This paper proposes a network substructure clustering attack strategy specifically designed for smart grids.Firstly,an extended power grid model is established,which better re-flects the structural characteristics of the power grid.Then,by adding edge perturbations to the original network,a new adversarial network is generated,which misleads the substructure clustering algorithm,resulting in incorrect partitioning and rendering the original power system division and control strategies ineffective.Experiments on dif-ferent network systems show that the proposed method makes the original network substructure partition ineffective and greatly reduces the modularity value,which proves the effectiveness of the method.关键词
对抗网络/网络子结构聚类/电网划分/遗传算法Key words
adversarial network/network substructure clustering/power grid partition/genetic algorithm引用本文复制引用
吴丽进,陈伯建,黄建业,何金栋,雷珊珊,张雪迎..面向智能电网的网络子结构聚类攻击策略[J].高技术通讯,2025,35(7):790-798,9.基金项目
浙江省自然科学基金(ZCLY24F0302)资助项目. （ZCLY24F0302）
