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APT-MMF: An advanced persistent threat actor attribution method based on multimodal and multilevel feature fusion
Feb. 21, 2024, 5:10 a.m. | Nan Xiao, Bo Lang, Ting Wang, Yikai Chen
cs.CR updates on arXiv.org arxiv.org
Abstract: Threat actor attribution is a crucial defense strategy for combating advanced persistent threats (APTs). Cyber threat intelligence (CTI), which involves analyzing multisource heterogeneous data from APTs, plays an important role in APT actor attribution. The current attribution methods extract features from different CTI perspectives and employ machine learning models to classify CTI reports according to their threat actors. However, these methods usually extract only one kind of feature and ignore heterogeneous information, especially the attributes …
actor advanced advanced persistent threat advanced persistent threats apt apts arxiv attribution cs.cr cs.lg cti current cyber cyber threat cyber threat intelligence data defense extract feature features fusion important intelligence persistent persistent threat persistent threats role strategy threat threat actor threat intelligence threats
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