| 2025 | CSCWD | Enhance CVE Severity Prediction From Vulnerability Description with Auxiliary Sentence. | Gang Yang, Jun He, Bo Wu, Lin Ni, Linna Fan, Tao Xia |
| 2025 | ICASSP | MalImgDA: Diffusion-based Data Augmentation for Long-tailed Malware Family Classification. | Gang Yang, Jun He, Bo Wu, Tao Xia, Linna Fan, Lin Ni |
| 2024 | NDSS | CP-IoT: A Cross-Platform Monitoring System for Smart Home. | Hai Lin, Chenglong Li, Jiahai Yang, Zhiliang Wang, Linna Fan, Chenxin Duan |
| 2024 | SMC | KI-Mix: Enhancing Cyber Threat Detection in Incomplete Supervision Setting Through Knowledge-informed Pseudo-anomaly Generation. | Gang Yang, Bo Wu, Linna Fan, Xia Tao, Jun He |
| 2023 | IWQoS | GraphIoT: Accurate IoT Identification based on Heterogeneous Graph. | Linna Fan, Lin He, Xiaoqing Sun, Enhuan Dong, Jiahai Yang, Zhiliang Wang, Jinlei Lin, Guanglei Song |
| 2023 | IWQoS | Which Doors Are Open: Reinforcement Learning-based Internet-wide Port Scanning. | Guanglei Song, Lin He, Tianyun Zhao, Yirui Luo, Yichao Wu, Linna Fan, Chenglong Li, Zhiliang Wang, Jiahai Yang |
| 2020 | CNSM | An IoT Device Identification Method based on Semi-supervised Learning. | Linna Fan, Shize Zhang, Yichao Wu, Zhiliang Wang, Chenxin Duan, Jia Li, Jiahai Yang |