Learning-based Task Offloading in Dynamic Orbital Edge Computing Network. - Jiang Fang; Haitao Liu 006; Jiyan Sun; Ting Li 023; Yinlong Liu; Zhaorui Guo; Shangyuan Zhuang; Liru Geng (HPCC/DSS/SmartCity/DependSys, 2021)

A Shapley-based Lightweight Global Explainer for Network Intrusion Detection System. - Hangsheng Zhang; Yu Chen; Weiyu Liu; Shangyuan Zhuang; Jiyan Sun; Yinlong Liu; Liru Geng (HPCC/DSS/SmartCity/DependSys, 2022)

StinAttack: A Lightweight and Effective Adversarial Attack Simulation to Ensemble IDSs for Satellite- Terrestrial Integrated Network. - Shangyuan Zhuang; Jiyan Sun; Hangsheng Zhang; Xiaohui Kuang; Ling Pang; Haitao Liu 006; Yinlong Liu (ISCC, 2022)

Implementation of a Cost-Effective Privacy Leakage Detection System for Hosted Programs. - Tian Hu; Shangyuan Zhuang; Jiyan Sun; Yinlong Liu; Wei Ma; Yu Chen; Weiyu Liu (CSCWD, 2023)

ATS: A Fully Automatic Troubleshooting System with Efficient Anomaly Detection and Localization. - Lu Yuan; Yuan Meng; Jiyan Sun; Shangyuan Zhuang; Yinlong Liu; Liru Geng; Weiqing Huang (ICCS (5), 2023)

A Cost-effective Automation Method of Massive Vulnerabilities Analysis and Remediation Based on Cloud Native. - Tian Hu; Shangyuan Zhuang; Jiyan Sun; Yinlong Liu; Wei Ma; Hongchao Wang (TrustCom, 2023)

Fast and Accurate Root Cause Analysis Based on Signalling Messages for 5G Networks. - Zhaorui Guo; Jiyan Sun; Jiadong Fu; Lu Yuan; Shangyuan Zhuang; Liru Geng; Yinlong Liu; Wei Ma (ICASSP, 2024)

Manticore: An Unsupervised Intrusion Detection System Based on Contrastive Learning in 5G Networks. - Lu Yuan; Jiyan Sun; Shangyuan Zhuang; Yinlong Liu; Liru Geng; Jing Zou; Peizhe Xin; Weiqing Huang; Wei Ma (ICASSP, 2024)

CoSen-IDS: A Novel Cost-Sensitive Intrusion Detection System on Imbalanced Data in 5G Networks. - Lu Yuan; Jiyan Sun; Shangyuan Zhuang; Yinlong Liu; Liru Geng; Wei Ma (ICIC (8), 2024)

LoFT: LoRA-Based Efficient and Robust Fine-Tuning Framework for Adversarial Training. - Jiadong Fu; Jiang Fang; Jiyan Sun; Shangyuan Zhuang; Liru Geng; Yinlong Liu (IJCNN, 2024)

LightGuard: A Lightweight Malicious Traffic Detection Method for Internet of Things. - Yuehua Huo; Wei Liang; Junhan Chen; Shangyuan Zhuang; Jiyan Sun (IEEE Internet Things J., 2024)

Root Cause Analysis of Faults in Power Grids 5G Network Based on RRC Signalling Messages. - Zhaorui Guo; Peizhe Xin; Jing Zou; Zhaozheng Zhou; Shangyuan Zhuang; Jiyan Sun; Yinlong Liu; Wei Ma (CSCWD, 2025)

Root Cause Analysis of Power Grid 5G Network Faults Based on Large Language Model. - Zhaorui Guo; Jing Zou; Peizhe Xin; Xiongfei Zhao; Tian Hu; Shangyuan Zhuang; Jiyan Sun; Yinlong Liu; Wei Ma (CSCWD, 2025)

A Robust Ensemble Malware Detector Against Powerful Adversaries. - Shangyuan Zhuang; Wei Zhang; Fengqi Liu; Jiyan Sun; Yinlong Liu; Liru Geng; Wei Ma (ICCS (3), 2025)

Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors. - Hangsheng Zhang; Dongqi Han; Shangyuan Zhuang; Zhiliang Wang; Jiyan Sun; Yinlong Liu; Jiqiang Liu; Jinsong Dong 001 (IEEE Trans. Dependable Secur. Comput., 2025)