Jiahai Yang

Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

Ping Liu, Haowen Xu, Qianyu Ouyang et al. · 2020 · 204 citations

Computing, Computer Science, Data Mining +16

THREATRACE: Detecting and Tracing Host-Based Threats in Node Level Through Provenance Graph Learning

Su Wang, Zhiliang Wang, Tao Zhou et al. · IEEE Transactions on Information Forensics and Security · 2022 · 184 citations · Full text

Computing, Computer Science, Cybersecurity +15

Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors

Dongqi Han, Zhiliang Wang, Ying Zhong et al. · IEEE Journal on Selected Areas in Communications · 2021 · 179 citations · Full text

Computing, Computer Science, Cybersecurity +16

HELAD: A novel network anomaly detection model based on heterogeneous ensemble learning

Ying Zhong, Wenqi Chen, Zhiliang Wang et al. · Computer Networks · 2019 · 171 citations

Computing, Computer Science, Data Mining +12

DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications

Dongqi Han, Zhiliang Wang, Wenqi Chen et al. · 2021 · 109 citations · Full text

Computing, Computer Science, Cybersecurity +17