APT Detection via Hypergraph Attention Network with Community-Based Behavioral Mining

APT Detection via Hypergraph Attention Network with Community-Based Behavioral Mining

Advanced Persistent Threats (APTs) challenge cybersecurity due to their stealthy, multi-stage nature. For the provenance graph based on fine-grained kernel logs, existing methods have difficulty distinguishing behavior boundaries and handling complex multi-entity dependencies, which exhibit high fal...

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Bibliographic Details
Main Authors: Qijie Song, Tieming Chen, Tiantian Zhu, Mingqi Lv, Xuebo Qiu, Zhiling Zhu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
seed nodes
hypergraph
HyperGAT
overlapping community
APT
Online Access:https://www.mdpi.com/2076-3417/15/11/5872
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