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Changjiang Li
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An Embarrassingly Simple Backdoor Attack on Self-supervised Learning
C Li, R Pang, Z Xi, T Du, S Ji, Y Yao, T Wang
The 2023 International Conference on Computer Vision (ICCV' 23), 2023
44*2023
Seeing is living? rethinking the security of facial liveness verification in the deepfake era
C Li, L Wang, S Ji, X Zhang, Z Xi, S Guo, T Wang
USENIX Security 2022, 2022
372022
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks
Z Xi, T Du, C Li, R Pang, S Ji, J Chen, F Ma, T Wang
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS' 23), 2023
25*2023
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI
B Cao, C Li, T Wang, J Jia, B Li, J Chen
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS' 23), 2023
162023
PRSA: Prompt Reverse Stealing Attacks against Large Language Models
Y Yang, C Li, Y Jiang, X Chen, H Wang, X Zhang, Z Wang, S Ji
arXiv preprint arXiv:2402.19200, 2024
152024
Towards certifying the asymmetric robustness for neural networks: Quantification and applications
C Li, S Ji, H Weng, B Li, J Shi, R Beyah, S Guo, Z Wang, T Wang
IEEE Transactions on Dependable and Secure Computing 19 (6), 3987-4001, 2021
142021
Model extraction attacks revisited
J Liang, R Pang, C Li, T Wang
Proceedings of the 19th ACM Asia Conference on Computer and Communications …, 2024
122024
DeT: Defending against adversarial examples via decreasing transferability
C Li, H Weng, S Ji, J Dong, Q He
Cyberspace Safety and Security: 11th International Symposium, CSS 2019 …, 2019
122019
Hijack Vertical Federated Learning Models As One Party
P Qiu, X Zhang, S Ji, C Li, Y Pu, X Yang, T Wang
IEEE Transactions on Dependable and Secure Computing, 2024
10*2024
When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?
Y Chen, J Wu, X Ling, C Li, Z Rui, T Luo, Y Wu
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software …, 2024
82024
Improving the robustness of transformer-based large language models with dynamic attention
L Shen, Y Pu, S Ji, C Li, X Zhang, C Ge, T Wang
arXiv preprint arXiv:2311.17400, 2023
72023
On the Security Risks of Knowledge Graph Reasoning
Z Xi, T Du, C Li, R Pang, S Ji, X Luo, X Xiao, F Ma, T Wang
USENIX Security 2023, 2023
62023
The Dark Side of AutoML: Towards Architectural Backdoor Search
R Pang, C Li, Z Xi, S Ji, T Wang
The Eleventh International Conference on Learning Representations (ICLR' 2023), 2022
42022
Robustkv: Defending large language models against jailbreak attacks via kv eviction
T Jiang, Z Wang, J Liang, C Li, Y Wang, T Wang
arXiv preprint arXiv:2410.19937, 2024
22024
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks
C Li, R Pang, B Cao, Z Xi, J Chen, S Ji, T Wang
USENIX Security 2024, 2024
22024
Towards query-efficient decision-based adversarial attacks through frequency domain
J Fu, X Ling, Y Qian, C Li, T Luo, J Wu
2024 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2024
12024
Reasoning over Multi-view Knowledge Graphs
Z Xi, R Pang, C Li, T Du, S Ji, F Ma, T Wang
arXiv preprint arXiv:2209.13702, 2022
12022
A Change of Heart: Backdoor Attacks on Security-Centric Diffusion Models
C Li, R Pang, B Cao, J Chen, T Wang
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