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2020 – today
- 2025
[c9]Yichen Gong, Delong Ran, Jinyuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, Xiaoyun Wang:
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts. AAAI 2025: 23951-23959- [c8]Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He:
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers. AAAI 2025: 26427-26435 - [c7]Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li, Jiaxing Song:
Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. ACL (Findings) 2025: 17221-17234 - [c6]Yichen Gong, Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Xiaoyun Wang:
Safety Misalignment Against Large Language Models. NDSS 2025 - [c5]Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang:
PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. SP 2025: 1713-1731 - [c4]Lijin Wang, Jingjing Wang, Tianshuo Cong, Xinlei He, Zhan Qin, Xinyi Huang:
From Purity to Peril: Backdooring Merged Models From "Harmless" Benign Components. USENIX Security Symposium 2025: 6339-6358 - [i21]Heyi Zhang, Yule Liu, Xinlei He, Jun Wu, Tianshuo Cong, Xinyi Huang:
SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning. CoRR abs/2502.03801 (2025) - [i20]Sibo Yi, Tianshuo Cong, Xinlei He, Qi Li
, Jiaxing Song:
Behind the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models. CoRR abs/2502.19883 (2025) - [i19]Zhen Sun, Ziyi Zhang, Zeren Luo, Zeyang Sha, Tianshuo Cong, Zheng Li, Shiwen Cui, Weiqiang Wang, Jiaheng Wei, Xinlei He, Qi Li, Qian Wang:
FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models. CoRR abs/2505.15644 (2025) - [i18]Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang:
Watermarking LLM-Generated Datasets in Downstream Tasks. CoRR abs/2506.13494 (2025) - [i17]Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Qi Li, Xiaoyun Wang:
LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models. CoRR abs/2507.18302 (2025) - [i16]Xiangtao Meng, Tianshuo Cong, Li Wang, Wenyu Chen, Zheng Li, Shanqing Guo, Xiaoyun Wang:
From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses. CoRR abs/2510.07968 (2025) - [i15]Yule Liu, Heyi Zhang, Jinyi Zheng, Zhen Sun, Zifan Peng, Tianshuo Cong, Yilong Yang, Xinlei He, Zhuo Ma:
GRPO Privacy Is at Risk: A Membership Inference Attack Against Reinforcement Learning With Verifiable Rewards. CoRR abs/2511.14045 (2025) - [i14]Tianrui Wang, Anyu Wang, Tianshuo Cong, Delong Ran, Jinyuan Liu, Xiaoyun Wang:
Cryptanalysis of Pseudorandom Error-Correcting Codes. CoRR abs/2512.17310 (2025) - [i13]Tianrui Wang, Anyu Wang, Tianshuo Cong, Delong Ran, Jinyuan Liu, Xiaoyun Wang:
Cryptanalysis of Pseudorandom Error-Correcting Codes. IACR Cryptol. ePrint Arch. 2025: 2283 (2025) - 2024
- [c3]Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang:
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. LAMPS@CCS 2024: 69-76 - [c2]Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang:
Test-Time Poisoning Attacks Against Test-Time Adaptation Models. SP 2024: 1306-1324 - [d1]Yichen Gong, Delong Ran, Xinlei He, Tianshuo Cong, Anyu Wang, Xiaoyun Wang:
Safety Misalignment Against Large Language Models. Zenodo, 2024
- [i12]Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang:
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. CoRR abs/2404.05188 (2024) - [i11]Delong Ran, Jinyuan Liu, Yichen Gong, Jingyi Zheng, Xinlei He, Tianshuo Cong, Anyu Wang:
JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models. CoRR abs/2406.09321 (2024) - [i10]Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi Li:
Jailbreak Attacks and Defenses Against Large Language Models: A Survey. CoRR abs/2407.04295 (2024) - [i9]Zesen Liu, Tianshuo Cong, Xinlei He, Qi Li:
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks. CoRR abs/2407.04794 (2024) - [i8]Zhen Sun, Tianshuo Cong, Yule Liu, Chenhao Lin, Xinlei He, Rongmao Chen, Xingshuo Han, Xinyi Huang:
PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning. CoRR abs/2411.17453 (2024) - [i7]Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He:
CL-attack: Textual Backdoor Attacks via Cross-Lingual Triggers. CoRR abs/2412.19037 (2024) - 2023
- [i6]Yugeng Liu, Tianshuo Cong, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang:
Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models. CoRR abs/2308.07847 (2023) - [i5]Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang:
Test-Time Poisoning Attacks Against Test-Time Adaptation Models. CoRR abs/2308.08505 (2023) - [i4]Yichen Gong, Delong Ran, Jinyuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, Xiaoyun Wang:
FigStep: Jailbreaking Large Vision-language Models via Typographic Visual Prompts. CoRR abs/2311.05608 (2023) - 2022
- [c1]Tianshuo Cong, Xinlei He, Yang Zhang:
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CCS 2022: 579-593 - [i3]Tianshuo Cong, Xinlei He, Yang Zhang:
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CoRR abs/2201.11692 (2022) - [i2]Xuting Zhou, Tianshuo Cong:
Construction of generalized-involutory MDS matrices. IACR Cryptol. ePrint Arch. 2022: 577 (2022) - 2020
- [i1]Tianshuo Cong, Ximing Fu, Xuting Zhou, Yuli Zou, Haining Fan:
New Subquadratic Algorithms for Constructing Lightweight Hadamard MDS Matrices (Full Version). IACR Cryptol. ePrint Arch. 2020: 47 (2020)
2010 – 2019
- 2019
- [j1]Tianshuo Cong, Jingjing Wang, Sanghai Guan, Yifei Mu, Tong Bai, Yong Ren:
Big Data Driven Oriented Graph Theory Aided tagSNPs Selection for Genetic Precision Therapy. IEEE Access 7: 3746-3754 (2019)
Coauthor Index
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