Black-box Word-level Textual Adversarial Attack Based On Discrete Harris Hawks Optimization. - Tianrui Wang; Weina Niu; Kangyi Ding; Lingfeng Yao; Pengsen Cheng; Xiaosong Zhang 001 (CSCWD, 2023)

DEML: Data-Enhanced Meta-Learning Method for IoT APT Traffic Detection. - Jia Hu; Weina Niu; Qingjun Yuan; Lingfeng Yao; Junpeng He; Yanfeng Zhang; Xiaosong Zhang 001 (ICDF2C (1), 2023)

Gedss: A Generic Framework to Enhance Model Robustness for Intrusion Detection on Noisy Data. - Lingfeng Yao; Anran Hou; Weina Niu; Qingjun Yuan; Junpeng He; Yanfeng Zhang (CSCWD, 2024)

A Robust Malicious Traffic Detection Framework with Low-quality Labeled Data. - Lingfeng Yao; Weina Niu; Qingjun Yuan; Beibei Li 002; Yanfeng Zhang; Xiaosong Zhang 001 (ICC, 2024)

Model-agnostic generation-enhanced technology for few-shot intrusion detection. - Junpeng He; Lingfeng Yao; Xiong Li 002; Muhammad Khurram Khan; Weina Niu; Xiaosong Zhang 001; Fagen Li (Appl. Intell., 2024)

SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking. - Lingfeng Yao; Chenpei Huang; Shengyao Wang; Junpei Xue; Hanqing Guo; Jiang Liu; Xun Chen; Miao Pan (CoRR, 2025)