66 citations · 78 across the 9 of their papers we have counts for
4 papers · 1 filter
Heterogeneous Graph Matching Networks
Shen Wang, Zhengzhang Chen, Xiao Yu +7
Information systems have widely been the target of malware attacks. Traditional signature-based malicious program detection algorithms can only detect known malware and are prone t…
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
Shen Wang, Zhengzhang Chen, Ding Li +6
Program or process is an integral part of almost every IT/OT system. Can we trust the identity/ID (e.g., executable name) of the program? To avoid detection, malware may disguise i…
Collaborative Alerts Ranking for Anomaly Detection
Ying Lin, Zhengzhang Chen, Cheng Cao +5
Given a large number of low-level heterogeneous categorical alerts from an anomaly detection system, how to characterize complex relationships between different alerts, filter out…
GID: Graph-based Intrusion Detection on Massive Process Traces for Enterprise Security Systems
Boxiang Dong, Zhengzhang Chen, Hui Wang +5
Intrusion detection system (IDS) is an important part of enterprise security system architecture. In particular, anomaly-based IDS has been widely applied to detect abnormal proces…