Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts. - Zhenyuan Li; Qi Alfred Chen; Chunlin Xiong; Yan Chen 004; Tiantian Zhu; Hai Yang (CCS, 2019)

Research on Ultra-Short-Term Wind Power Prediction Considering Source Relevance. - Yong Sun; Zhenyuan Li; Xinnan Yu; Baoju Li; Mao Yang (IEEE Access, 2020)

Threat Detection and Investigation with System-level Provenance Graphs: A Survey. - Zhenyuan Li; Qi Alfred Chen; Runqing Yang; Yan Chen 004 (CoRR, 2020)

A Data Processing Method for Load Data of Electric Boiler with Heat Reservoir. - Feng Xiao; Zhenyuan Li; Baoju Li; Chang Liu; Yuhang Qiu; Shang Wang; Tao Peng 003 (ICIC (2), 2021)

Threat detection and investigation with system-level provenance graphs: A survey. - Zhenyuan Li; Qi Alfred Chen; Runqing Yang; Yan Chen 004; Wei Ruan (Comput. Secur., 2021)

AttacKG: Constructing Technique Knowledge Graph from Cyber Threat Intelligence Reports. - Zhenyuan Li; Jun Zeng 006; Yan Chen 004; Zhenkai Liang (ESORICS (1), 2022)

Two-Phase Deep Reinforcement Learning of Dynamic Resource Allocation and Client Selection for Hierarchical Federated Learning. - Xiaojing Chen 001; Zhenyuan Li; Wei Ni 001; Xin Wang 003; Shunqing Zhang; Shugong Xu; Qingqi Pei (ICCC, 2022)

A Method for Residual Network Image Classification with Multi-scale Feature Fusion. - Guo Ru; Peng Sheng; Anyang Tong; Zhenyuan Li (ML4CS (3), 2022)

Generic, efficient, and effective deobfuscation and semantic-aware attack detection for PowerShell scripts. - Chunlin Xiong; Zhenyuan Li; Yan Chen 004; Tiantian Zhu; Jian Wang 007; Hai Yang; Wei Ruan (Frontiers Inf. Technol. Electron. Eng., 2022)

RATScope: Recording and Reconstructing Missing RAT Semantic Behaviors for Forensic Analysis on Windows. - Runqing Yang; Xutong Chen; Haitao Xu 002; Yueqiang Cheng; Chunlin Xiong; Linqi Ruan; Mohammad Kavousi; Zhenyuan Li; Liheng Xu; Yan Chen 004 (IEEE Trans. Dependable Secur. Comput., 2022)

Exploring Depths of WebAudio: Advancing Greybox Fuzzing for Vulnerability Detection in Safari. - Jiashui Wang; Jiahui Wang; Jundong Xie; Zhenyuan Li; Yan Chen 004; Peng Qian (APSEC, 2024)

Decoding the MITRE Engenuity ATT&CK Enterprise Evaluation: An Analysis of EDR Performance in Real-World Environments. - Xiangmin Shen; Zhenyuan Li; Graham Burleigh; Lingzhi Wang 002; Yan Chen 004 (AsiaCCS, 2024)

Expensive Optimization Based on Evolutionary Multi-Tasking and Hybrid Restart Strategy. - Zhenyuan Li; Xiaoliang Ma 001; Zexuan Zhu; Yueyue Li (CEC, 2024)

An Automated Alert Cross-Verification System with Graph Neural Networks for IDS Events. - Liang Li; Yuanhui He; Feiyang Huang; Ziming Zhao 008; Zhuoxue Song; Tong Zhou; Zhenyuan Li; Fan Zhang 010 (CSCWD, 2024)

Formal Verification Techniques for Post-quantum Cryptography: A Systematic Review. - Yuexi Xu; Zhenyuan Li; Naipeng Dong; Veronika Kuchta; Zhe Hou; Dongxi Liu (ICECCS, 2024)

TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on Streaming Events. - Zhenyuan Li; Yangyang Wei; Xiangmin Shen; Lingzhi Wang 002; Yan Chen 004; Haitao Xu 002; Shouling Ji; Fan Zhang 010 (CoRR, 2024)

Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach. - Xiaojing Chen 001; Zhenyuan Li; Wei Ni 001; Xin Wang 003; Shunqing Zhang; Yanzan Sun; Shugong Xu; Qingqi Pei (CoRR, 2024)

From Sands to Mansions: Enabling Automatic Full-Life-Cycle Cyberattack Construction with LLM. - Lingzhi Wang 002; Jiahui Wang; Kyle Jung; Kedar Thiagarajan; Emily Wei; Xiangmin Shen; Yan Chen 004; Zhenyuan Li (CoRR, 2024)

PentestAgent: Incorporating LLM Agents to Automated Penetration Testing. - Xiangmin Shen; Lingzhi Wang 002; Zhenyuan Li; Yan Chen 004; Wencheng Zhao; Dawei Sun; Jiashui Wang; Wei Ruan (CoRR, 2024)

Toward Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach. - Xiaojing Chen 001; Zhenyuan Li; Wei Ni 001; Xin Wang 003; Shunqing Zhang; Yanzan Sun; Shugong Xu; Qingqi Pei (IEEE Trans. Commun., 2024)

Understanding the Business of Online Affiliate Marketing: An Empirical Study. - Haitao Xu; Yiwen Sun; Kaleem Ullah Qasim; Shuai Hao; Wenrui Ma; Zhenyuan Li; Fan Zhang; Meng Han; Zhao Li (INFOCOM, 2025)

Incorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection. - Lingzhi Wang 002; Xiangmin Shen; Weijian Li 002; Zhenyuan Li; R. Sekar 001; Han Liu 001; Yan Chen 004 (NDSS, 2025)

AutoSeg: Automatic micro-segmentation policy generation via configuration analysis. - Andong Chen; Zhaoxuan Jin; Zhenyuan Li; Yan Chen 004; Yu Ning; Ying Wang (Comput. Secur., 2025)