Wenqi Chen

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

Dongqi Han, Zhiliang Wang, Ying Zhong, 2020, IEEE Journal on Selected Areas in Communications.

Monitoring Smart Home Traffic under Differential Privacy

Zhiliang Wang, Wenqi Chen, Jiahai Yang, 2022, NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium.

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

Ying Zhong, Wenqi Chen, Jiahai Yang, 2020, Comput. Networks.

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

Jiahai Yang, Xingang Shi, Dongqi Han, 2021, CCS.

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

Dongqi Han, Wenqi Chen, Jiahai Yang, 2023, NDSS.

BARS: Local Robustness Certification for Deep Learning based Traffic Analysis Systems

Dongqi Han, Wenqi Chen, Jiahai Yang, 2023, NDSS.