Dongqi Han

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 · 168 citations · Full text

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 · 154 citations · Full text

Malware Implantation, Engineering, Information Security +25

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

Dongqi Han, Zhiliang Wang, Wenqi Chen et al. · 2021 · 107 citations · Full text

PreSPI: a domain combination based prediction system for protein-protein interaction

Dongqi Han · Nucleic Acids Research · 2004 · 91 citations · Full text

Engineering, Molecular Biology, Link Prediction +21

Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation

Dongqi Han, Zhiliang Wang, Wenqi Chen et al. · 2023 · 60 citations

Anomaly Detection, Machine Learning, Engineering +19