Tianshuo Cong

According to our database, Tianshuo Cong authored at least 26 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evaluating Implicit Regulatory Compliance in LLM Tool Invocation via Logic-Guided Synthesis.

Da Song, Yuheng Huang, Boqi Chen, Tianshuo Cong, Randy Goebel, Lei Ma, Foutse Khomh

CoRR, January, 2026

Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models.

Yugeng Liu, Tianshuo Cong, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang

IEEE Trans. Inf. Forensics Secur., 2026

2025

GRPO Privacy Is at Risk: A Membership Inference Attack Against Reinforcement Learning With Verifiable Rewards.

Yule Liu, Heyi Zhang, Jinyi Zheng, Zhen Sun, Zifan Peng, Tianshuo Cong, Yilong Yang, Xinlei He, Zhuo Ma

CoRR, November, 2025

From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses.

Xiangtao Meng, Tianshuo Cong, Li Wang, Wenyu Chen, Zheng Li, Shanqing Guo, Xiaoyun Wang

CoRR, October, 2025

LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models.

Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Qi Li, Xiaoyun Wang

CoRR, July, 2025

Watermarking LLM-Generated Datasets in Downstream Tasks.

Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang

CoRR, June, 2025

FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models.

Zhen Sun, Ziyi Zhang, Zeren Luo, Zeyang Sha, Tianshuo Cong, Zheng Li, Shiwen Cui, Weiqiang Wang, Jiaheng Wei, Xinlei He, Qi Li, Qian Wang

CoRR, May, 2025

Behind the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models.

Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li, Jiaxing Song

CoRR, February, 2025

SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning.

Heyi Zhang, Yule Liu, Xinlei He, Jun Wu, Tianshuo Cong, Xinyi Huang

CoRR, February, 2025

Cryptanalysis of Pseudorandom Error-Correcting Codes.

Tianrui Wang, Anyu Wang, Tianshuo Cong, Delong Ran, Jinyuan Liu, Xiaoyun Wang

IACR Cryptol. ePrint Arch., 2025

From Purity to Peril: Backdooring Merged Models From "Harmless" Benign Components.

Lijin Wang, Jingjing Wang, Tianshuo Cong, Xinlei He, Zhan Qin, Xinyi Huang

Proceedings of the 34th USENIX Security Symposium, 2025

PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning.

Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang

Proceedings of the IEEE Symposium on Security and Privacy, 2025

Safety Misalignment Against Large Language Models.

Yichen Gong, Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Xiaoyun Wang

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models.

Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li, Jiaxing Song

Proceedings of the Findings of the Association for Computational Linguistics, 2025

CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers.

Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts.

Yichen Gong, Delong Ran, Jinyuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, Xiaoyun Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Safety Misalignment Against Large Language Models.

Yichen Gong, Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Xiaoyun Wang

Dataset, November, 2024

On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks.

Zesen Liu, Tianshuo Cong, Xinlei He, Qi Li

CoRR, 2024

Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi Li

CoRR, 2024

JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models.

Delong Ran, Jinyuan Liu, Yichen Gong, Jingyi Zheng, Xinlei He, Tianshuo Cong, Anyu Wang

CoRR, 2024

Test-Time Poisoning Attacks Against Test-Time Adaptation Models.

Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang

Proceedings of the IEEE Symposium on Security and Privacy, 2024

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, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang

Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis, 2024

2022

Construction of generalized-involutory MDS matrices.

Xuting Zhou, Tianshuo Cong

IACR Cryptol. ePrint Arch., 2022

SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders.

Tianshuo Cong, Xinlei He, Yang Zhang

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2020

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

2019

Big Data Driven Oriented Graph Theory Aided tagSNPs Selection for Genetic Precision Therapy.

Tianshuo Cong, Jingjing Wang, Sanghai Guan, Yifei Mu, Tong Bai, Yong Ren

IEEE Access, 2019