Zhigang Lu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Network Traffic

Security Architecture

Graph Representation

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Boyuan Xu, Yiru Gong, Xiaoyu Geng, Yun Li, Cong Dong, Song Liu, Yuling Liu, Bo Jiang, Zhigang Lu
ProcSAGE: an efficient host threat detection method based on graph representation learning. Cybersecur. 7 (1) (2024)
Yitan Huang, Jian Qin, Zelin Cui, Ning Li, Bo Jiang, Zhigang Lu
HBGraph: a Host Behavior Graph Model for C&C Traffic Detection. CSCWD (2024)
Haitao Xiao, Dan Du, Junrong Liu, Song Liu, Yan Zhu, Yuling Liu, Zhigang Lu
Deep Dive into Insider Threats: Malicious Activity Detection within Enterprise. CSCWD (2024)
Xueying Han, Song Liu, Junrong Liu, Bo Jiang, Zhigang Lu, Baoxu Liu
ECNet: Robust Malicious Network Traffic Detection With Multi-View Feature and Confidence Mechanism. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Chuyi Yan, Xueying Han, Yan Zhu, Dan Du, Zhigang Lu, Yuling Liu
Phishing behavior detection on different blockchains via adversarial domain adaptation. Cybersecur. 7 (1) (2024)
Yiren Chen, Mengjiao Cui, Ding Wang, Yiyang Cao, Peian Yang, Bo Jiang, Zhigang Lu, Baoxu Liu
A survey of large language models for cyber threat detection. Comput. Secur. 145 (2024)
Xueying Han, Susu Cui, Jian Qin, Song Liu, Bo Jiang, Cong Dong, Zhigang Lu, Baoxu Liu
ContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning. WWW (2024)
Yiru Gong, Xueying Han, Dan Du, Xichen Du, Bo Jiang, Tian Tian, Zhigang Lu
HLMD: Detecting Lateral Movement Using Heterogeneous Graph Model. HPCC/DSS/SmartCity/DependSys (2023)
Changzhi Zhao, Kezhen Huang, Di Wu, Xueying Han, Dan Du, Yutian Zhou, Zhigang Lu, Yuling Liu
TAElog: A Novel Transformer AutoEncoder-Based Log Anomaly Detection Method. Inscrypt (2) (2023)
Tian Tian, Yiru Gong, Bo Jiang, Junrong Liu, Huamin Feng, Zhigang Lu
Insider Threat Detection Based On Heterogeneous Graph Neural Network. TrustCom (2023)