Big Data Driven Oriented Graph Theory Aided tagSNPs Selection for Genetic Precision Therapy. - Tianshuo Cong; Jingjing Wang 001; Sanghai Guan; Yifei Mu; Tong Bai; Yong Ren 001 (IEEE Access, 2019)

New Subquadratic Algorithms for Constructing Lightweight Hadamard MDS Matrices (Full Version). - Tianshuo Cong; Ximing Fu; Xuting Zhou; Yuli Zou; Haining Fan (IACR Cryptol. ePrint Arch., 2020)

SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. - Tianshuo Cong; Xinlei He 001; Yang Zhang 016 (CCS, 2022)

Construction of generalized-involutory MDS matrices. - Xuting Zhou; Tianshuo Cong (IACR Cryptol. ePrint Arch., 2022)

Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models. - Yugeng Liu; Tianshuo Cong; Zhengyu Zhao 001; Michael Backes 001; Yun Shen; Yang Zhang 016 (CoRR, 2023)

Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. - Tianshuo Cong; Delong Ran; Zesen Liu; Xinlei He 001; Jinyuan Liu; Yichen Gong; Qi Li 002; Anyu Wang 001; Xiaoyun Wang 001 (LAMPS@CCS, 2024)

Test-Time Poisoning Attacks Against Test-Time Adaptation Models. - Tianshuo Cong; Xinlei He 001; Yun Shen; Yang Zhang 016 (SP, 2024)

JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models. - Delong Ran; Jinyuan Liu; Yichen Gong; Jingyi Zheng; Xinlei He 001; Tianshuo Cong; Anyu Wang 001 (CoRR, 2024)

Jailbreak Attacks and Defenses Against Large Language Models: A Survey. - Sibo Yi; Yule Liu; Zhen Sun 001; Tianshuo Cong; Xinlei He 001; Jiaxing Song; Ke Xu 002; Qi Li 002 (CoRR, 2024)

On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks. - Zesen Liu; Tianshuo Cong; Xinlei He 001; Qi Li 002 (CoRR, 2024)

Safety Misalignment Against Large Language Models. - Yichen Gong; Delong Ran; Xinlei He 001; Tianshuo Cong; Anyu Wang 001; Xiaoyun Wang 001 (Zenodo, 2024)

FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts. - Yichen Gong; Delong Ran; Jinyuan Liu; Conglei Wang; Tianshuo Cong; Anyu Wang 001; Sisi Duan; Xiaoyun Wang 001 (AAAI, 2025)

CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers. - Jingyi Zheng; Tianyi Hu; Tianshuo Cong; Xinlei He 001 (AAAI, 2025)

Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. - Sibo Yi; Tianshuo Cong; Xinlei He 001; Qi Li 002; Jiaxing Song (ACL (Findings), 2025)

Safety Misalignment Against Large Language Models. - Yichen Gong; Delong Ran; Xinlei He 001; Tianshuo Cong; Anyu Wang 001; Xiaoyun Wang 001 (NDSS, 2025)

PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. - Zhen Sun 001; Tianshuo Cong; Yule Liu; Chenhao Lin; Xinlei He 001; Rongmao Chen; Xingshuo Han; Xinyi Huang 001 (SP, 2025)

SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning. - Heyi Zhang; Yule Liu; Xinlei He 001; Jun Wu 001; Tianshuo Cong; Xinyi Huang 001 (CoRR, 2025)

Behind the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. - Sibo Yi; Tianshuo Cong; Xinlei He 001; Qi Li 002; Jiaxing Song (CoRR, 2025)

FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models. - Zhen Sun 001; Ziyi Zhang; Zeren Luo; Zeyang Sha; Tianshuo Cong; Zheng Li; Shiwen Cui; Weiqiang Wang; Jiaheng Wei; Xinlei He 001; Qi Li 002; Qian Wang 002 (CoRR, 2025)

Watermarking LLM-Generated Datasets in Downstream Tasks. - Yugeng Liu; Tianshuo Cong; Michael Backes 001; Zheng Li 023; Yang Zhang 016 (CoRR, 2025)

LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models. - Delong Ran; Xinlei He 001; Tianshuo Cong; Anyu Wang 001; Qi Li 002; Xiaoyun Wang 001 (CoRR, 2025)