A Hierarchical Approach for Advanced Persistent Threat Detection with Attention-Based Graph Neural Networks

Advanced Persistent Threats (APTs) are the most sophisticated attacks for modern information systems. Currently, more and more researchers begin to focus on graph-based anomaly detection methods that leverage graph data to model normal behaviors and detect outliers for defending against APTs. Howeve...

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Bibliographic Details
Main Authors: Zitong Li, Xiang Cheng, Lixiao Sun, Ji Zhang, Bing Chen
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2021/9961342