信息安全研究2024，Vol.10Issue(1)：48-54,7.DOI:10.12379/j.issn.2096-1057.2024.01.08
基于图挖掘的黑灰产运作模式可视分析
Visual Analysis of Operation Mode of Black and Grey Production Based on Graph Mining
摘要
Abstract
To analyze the network assets controlled by black and grey production gangs and their associated relationships in the network asset mapping data,this paper proposes a graph mining-based visual analysis method for the black and grey production operation mode.Firstly,it identifies potential gang clues within the network asset mapping data.Secondly,it mines the network asset subgraphs held by the same black and grey production gang using these clues and black and grey production business rules,identifying core assets and key links within these subgraphs.Finally,a visual analysis system is developed based on the marked subgraphs,featuring core assets and key links related to black and grey production.It enables the exploration of network assets held by black and grey production gangs and their associated relationships,assisting analysts in formulating strategies to combat black and grey network assets.Experimental validation demonstrates the effectiveness and intuitiveness of the proposed method in analyzing and discovering black and grey production gangs and their network asset associations,providing essential technical support for monitoring the operations of the black and grey business network.关键词
黑灰产/网络资产/子图挖掘/关键链路/可视分析Key words
black and grey production/network assets/subgraph mining/critical link/visual analysis分类
信息技术与安全科学引用本文复制引用
尚思佳,陈晓淇,林靖淞,林睫菲,李臻,刘延华..基于图挖掘的黑灰产运作模式可视分析[J].信息安全研究,2024,10(1):48-54,7.基金项目
国家自然科学基金项目(62072109,U1804263) （62072109,U1804263）
福建省自然科学基金项目(2021J01625,2021J01616) （2021J01625,2021J01616）
福建省科技重大专项(科教联合)(2021HZ022007) （科教联合）
