| 2025 | ICICS | FCAL: An Asynchronous Federated Contrastive Semi-supervised Learning Approach for Network Traffic Classification. | Yu Yan, Qingjun Yuan, Weina Niu, Xiangyu Wang, Yanbei Zhu, Yongjuan Wang |
| 2025 | ISSRE | ISGraphVD: Precise Vulnerability Detection for IoT Supply Chains Based on Identifier Sensitive Graph. | Yingli Zhang, Xin Liu, Ziang Liu, Song Li, Nan Li, Weina Niu, Rui Zhou, Qingguo Zhou |
| 2025 | KSEM | FATFI: A Framework to Generate Adversarial Traffic with Feature Interpretability. | Yikang Wang, Weina Niu, Dujuan Gu, Qingjun Yuan, Jiacheng Gong, Shuangqi Gan, Xin Lin, Xiaosong Zhang |
| 2024 | CLOUD | SQLStateGuard: Statement-Level SQL Injection Defense Based on Learning-Driven Middleware. | Xin Liu, Yuanyuan Huang, Tianyi Wang, Song Li, Weina Niu, Jun Shen, Qingguo Zhou, Xiaokang Zhou |
| 2024 | CSCWD | 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 |
| 2024 | ISSRE | LiScopeLens: An Open-Source License Incompatibility Analysis Tool Based on Scope Representation of License Terms. | Ziang Liu, Xin Liu, Yingli Zhang, Zihao Zhang, Song Li, Weina Niu, Qingguo Zhou, Rui Zhou, Xiaokang Zhou |
| 2024 | WCNC | Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning. | Jiaxi Yang, Sheng Cao, Cuifang Zhao, Weina Niu, Li-Chuan Tsai |
| 2024 | TrustCom | Enabling Robust Android Malicious Packet Capturing and Detection via Android Kernel. | Mingyang Li, Weina Niu, Xinglong Chen, Jiacheng Gong, Kegang Hao, Xiaosong Zhang |
| 2024 | SP | Nurgle: Exacerbating Resource Consumption in Blockchain State Storage via MPT Manipulation. | Zheyuan He, Zihao Li, Ao Qiao, Xiapu Luo, Xiaosong Zhang, Ting Chen, Shuwei Song, Dijun Liu, Weina Niu |
| 2023 | CSCWD | 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 |
| 2022 | GLOBECOM | LogTracer: Efficient Anomaly Tracing Combining System Log Detection and Provenance Graph. | Weina Niu, Zhenqi Yu, Zimu Li, Beibei Li, Runzi Zhang, Xiaosong Zhang |
| 2022 | KSEM | A Fine-Grained Approach for Vulnerabilities Discovery Using Augmented Vulnerability Signatures. | Xiaoxiao Zhou, Weina Niu, Xiaosong Zhang, Ruidong Chen, Yan Wang |
| 2022 | TrustCom | IDROP: Intelligently detecting Return-Oriented Programming using real-time execution flow and LSTM. | Jie Li, Weina Niu, Ran Yan, Zhiqin Duan, Beibei Li, Xiaosong Zhang |
| 2021 | GLOBECOM | FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks. | Beibei Li, Yukun Jiang, Wenbin Sun, Weina Niu, Peiran Wang |
| 2020 | ACISP | A Black-Box Attack on Neural Networks Based on Swarm Evolutionary Algorithm. | Xiaolei Liu, Teng Hu, Kangyi Ding, Yang Bai, Weina Niu, Jiazhong Lu |
| 2017 | ISPA | Phishing Emails Detection Using CS-SVM. | Weina Niu, Xiaosong Zhang, Guowu Yang, Zhiyuan Ma, Zhongliu Zhuo |