Enhanced small-scale APT knowledge graph embedding via spatio-temporal attribute reasoning and adversarial negative sampling

Enhanced small-scale APT knowledge graph embedding via spatio-temporal attribute reasoning and adversarial negative sampling

Advanced Persistent Threat (APT) represents a class of highly sophisticated and stealthy cyberattacks that pose significant challenges to traditional defense mechanisms. Knowledge Graph Embedding (KGE) techniques provide a promising approach for APT attack prediction by leveraging existing cybersecu...

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Bibliographic Details
Main Authors: Yushun Xie, Haiyan Wang, Xiao Jing, Zhaoquan Gu
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Array
Subjects:
APT detection
APT knowledge graph
Knowledge graph embedding
Spatio-temporal attribute
Adversarial example
Synthetic example
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005625000311
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