An Improved Method to Unveil Malware's Hidden Behavior. - Qiang Li; Yunan Zhang; Liya Su; Yang Wu; Xinjian Ma; Zeming Yang (Inscrypt, 2017)

A Novel Approach for Identifying Lateral Movement Attacks Based on Network Embedding. - Mingyi Chen; Yepeng Yao; Junrong Liu; Bo Jiang 013; Liya Su; Zhigang Lu 002 (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

DeepGFL: Deep Feature Learning via Graph for Attack Detection on Flow-Based Network Traffic. - Yepeng Yao; Liya Su; Zhigang Lu 002 (MILCOM, 2018)

Hierarchical Clustering Based Network Traffic Data Reduction for Improving Suspicious Flow Detection. - Liya Su; Yepeng Yao; Ning Li; Junrong Liu; Zhigang Lu 002; Baoxu Liu (TrustCom/BigDataSE, 2018)

网络空间威胁情报共享技术综述 (Overview of Threat Intelligence Sharing Technologies in Cyberspace). - Peian Yang; Yang Wu; Liya Su; Baoxu Liu (计算机科学, 2018)

Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection. - Yepeng Yao; Liya Su; Chen Zhang; Zhigang Lu 002; Baoxu Liu (ICCS (2), 2019)

Understanding the Influence of Graph Kernels on Deep Learning Architecture: A Case Study of Flow-Based Network Attack Detection. - Liya Su; Yepeng Yao; Zhigang Lu 002; Baoxu Liu (TrustCom/BigDataSE, 2019)

STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection. - Yepeng Yao; Liya Su; Zhigang Lu 002; Baoxu Liu (TrustCom/BigDataSE, 2019)

Evil Under the Sun: Understanding and Discovering Attacks on Ethereum Decentralized Applications. - Liya Su; Xinyue Shen 001; Xiangyu Du; Xiaojing Liao; XiaoFeng Wang 001; Luyi Xing; Baoxu Liu (USENIX Security Symposium, 2021)

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks. - Xiaoyi Chen; Siyuan Tang; Rui Zhu; Shijun Yan; Lei Jin; Zihao Wang; Liya Su; XiaoFeng Wang 001; Haixu Tang (CoRR, 2023)

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks. - Xiaoyi Chen; Siyuan Tang; Rui Zhu; Shijun Yan; Lei Jin; Zihao Wang; Liya Su; Zhikun Zhang 001; Xiaofeng Wang 006; Haixu Tang (CCS, 2024)

IntentObfuscator: A Jailbreaking Method via Confusing LLM with Prompts. - Shang Shang; Zhongjiang Yao; Yepeng Yao; Liya Su; Zijing Fan; Xiaodan Zhang; Zhengwei Jiang (ESORICS (4), 2024)

Can LLMs deeply detect complex malicious queries? A framework for jailbreaking via obfuscating intent. - Shang Shang; Xinqiang Zhao; Zhongjiang Yao; Yepeng Yao; Liya Su; Zijing Fan; Xiaodan Zhang; Zhengwei Jiang (Comput. J., 2025)