PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning. W Du, Y Zhao, B Li, G Liu, S Wang IJCAI, 680-686, 2022 | 37 | 2022 |
Fedprompt: Communication-efficient and privacy-preserving prompt tuning in federated learning H Zhao, W Du, F Li, P Li, G Liu ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 32 | 2023 |
Plmmark: a secure and robust black-box watermarking framework for pre-trained language models P Li, P Cheng, F Li, W Du, H Zhao, G Liu Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14991 …, 2023 | 20 | 2023 |
Backdoor attacks and countermeasures in natural language processing models: A comprehensive security review P Cheng, Z Wu, W Du, G Liu arXiv preprint arXiv:2309.06055, 2023 | 7 | 2023 |
Uor: Universal backdoor attacks on pre-trained language models W Du, P Li, B Li, H Zhao, G Liu arXiv preprint arXiv:2305.09574, 2023 | 7 | 2023 |
How large language models encode context knowledge? a layer-wise probing study T Ju, W Sun, W Du, X Yuan, Z Ren, G Liu arXiv preprint arXiv:2402.16061, 2024 | 4 | 2024 |
深度学习中的后门攻击综述 杜巍, 刘功申 Journal of Cyber Security 信息安全学报 7 (3), 2022 | 2 | 2022 |
Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond F Li, H Zhao, W Du, S Wang Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21331 …, 2024 | 1 | 2024 |
A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network H Zhao, W Du, J Guo, G Liu arXiv preprint arXiv:2303.16031, 2023 | 1 | 2023 |
Backdoor NLP Models via AI-Generated Text W Du, T Ju, G Ren, GL Li, G Liu Proceedings of the 2024 Joint International Conference on Computational …, 2024 | | 2024 |
NWS: Natural Textual Backdoor Attacks Via Word Substitution W Du, TX Yuan, HD Zhao, GS Liu ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
A Semi-shared Hierarchical Joint Model for Sequence Labeling G LIU, W DU, J ZHOU, J LI, J CHENG Chinese Journal of Electronics 32 (2), 1-12, 2023 | | 2023 |