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2020 – today
- 2024
[c1]Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu:
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space. ACL (1) 2024: 8116-8134- [i6]Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu:
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space. CoRR abs/2402.12026 (2024) - [i5]Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Gongshen Liu:
Syntactic Ghost: An Imperceptible General-purpose Backdoor Attacks on Pre-trained Language Models. CoRR abs/2402.18945 (2024) - [i4]Pengzhou Cheng, Zongru Wu, Gongshen Liu:
MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network. CoRR abs/2403.04293 (2024) - [i3]Pengzhou Cheng, Yidong Ding, Tianjie Ju, Zongru Wu, Wei Du, Ping Yi, Zhuosheng Zhang, Gongshen Liu:
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models. CoRR abs/2405.13401 (2024) - [i2]Pengzhou Cheng, Zongru Wu, Tianjie Ju, Wei Du, Zhuosheng Zhang, Gongshen Liu:
Transferring Backdoors between Large Language Models by Knowledge Distillation. CoRR abs/2408.09878 (2024) - 2023
- [i1]Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Gongshen Liu:
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review. CoRR abs/2309.06055 (2023)
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