Reasoning for Local Graph Over Knowledge Graph With a Multi-Policy Agent. - Jie Zhang 121; Zhongmin Pei; Zhangkai Luo (IEEE Access, 2021)

HackMentor: Fine-Tuning Large Language Models for Cybersecurity. - Jie Zhang 121; Hui Wen; Liting Deng; Mingfeng Xin; Zhi Li 018; Lun Li; Hongsong Zhu; Limin Sun 001 (TrustCom, 2023)

EasyDetector: Using Linear Probe to Detect the Provenance of Large Language Models. - Jie Zhang 121; Jiayuan Li 002; Haiqiang Fei; Lun Li; Hongsong Zhu (TrustCom, 2024)

UniTTP: A Unified Framework for Tactics, Techniques, and Procedures Mapping in Cyber Threats. - Jie Zhang 121; Hui Wen; Lun Li; Hongsong Zhu (TrustCom, 2024)

When LLMs Meet Cybersecurity: A Systematic Literature Review. - Jie Zhang 121; Haoyu Bu; Hui Wen; Yu Chen; Lun Li; Hongsong Zhu (CoRR, 2024)

SecRAG: A Graph-Enhanced RAG Framework with Dynamic Prompt for Cybersecurity Applications. - Yu Qiao; Lun Li; Feng Cheng; Jie Zhang 121; Jin Gao; Hongsong Zhu (CSCWD, 2025)

Research on TTP Data Augmentation Methods Based on the ATT&CK Framework. - Jiayu Zhang; Xiaodong Xue; Jie Zhang 121; Tianheng Qu; Lun Li; Rongrong Xi; Hongsong Zhu (CSCWD, 2025)

Steering Large Language Models for Vulnerability Detection. - Jiayuan Li 002; Lei Cui 003; Jie Zhang 121; Haiqiang Fei; Yu Chen; Hongsong Zhu (ICASSP, 2025)

When LLMs meet cybersecurity: a systematic literature review. - Jie Zhang 121; Haoyu Bu; Hui Wen; Yongji Liu; Haiqiang Fei; Rongrong Xi; Lun Li; Yun Yang; Hongsong Zhu; Dan Meng (Cybersecur., 2025)