ALEAP: Attention-based LSTM with Event Embedding for Attack Projection. - Shuhan Fan; Songyun Wu; Zhiliang Wang; Zimu Li; Jiahai Yang 001; Heng Liu; Xinran Liu (IPCCC, 2019)

Joint prediction on security event and time interval through deep learning. - Songyun Wu; Bo Wang 066; Zhiliang Wang; Shuhan Fan; Jiahai Yang 001; Jia Li 033 (Comput. Secur., 2022)

6Vision: Image-Encoding-Based IPv6 Target Generation in Few-Seed Scenarios. - Wenjian Zhang; Guanglei Song; Lin He 004; Jinlei Lin; Songyun Wu; Zhiliang Wang; Chenglong Li 006; Jiahai Yang 001 (ICNP, 2024)

ALM: A Two-Stage Traffic Anomaly Detection and Analysis System via the Large Language Model. - Songyun Wu; Enhuan Dong; Hong He; Zhiliang Wang; Dongqi Han; Haina Hu; Jiahai Yang (NOMS, 2025)

IPdb: A High-Precision IP Level Industry Categorization of Web Services. - Hongxu Chen; Guanglei Song; Zhiliang Wang; Jiahai Yang 001; Songyun Wu; Jinlei Lin; Lin He 004; Chenglong Li 006 (WWW, 2025)