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Zidi Xiong
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Decodingtrust: A comprehensive assessment of trustworthiness in gpt models
B Wang, W Chen, H Pei, C Xie, M Kang, C Zhang, C Xu, Z Xiong, R Dutta, ...
arXiv preprint arXiv:2306.11698, 2023
1132023
Umd: Unsupervised model detection for x2x backdoor attacks
Z Xiang, Z Xiong, B Li
International Conference on Machine Learning, 38013-38038, 2023
92023
Badchain: Backdoor chain-of-thought prompting for large language models
Z Xiang, F Jiang, Z Xiong, B Ramasubramanian, R Poovendran, B Li
arXiv preprint arXiv:2401.12242, 2024
82024
Label-smoothed backdoor attack
M Peng, Z Xiong, M Sun, P Li
arXiv preprint arXiv:2202.11203, 2022
82022
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content
Z Yuan, Z Xiong, Y Zeng, N Yu, R Jia, D Song, B Li
arXiv preprint arXiv:2403.13031, 2024
12024
CBD: A certified backdoor detector based on local dominant probability
Z Xiang, Z Xiong, B Li
Advances in Neural Information Processing Systems 36, 2024
12024
Rethinking the Necessity of Labels in Backdoor Removal
Z Xiong, D Wu, Y Wang, Y Wang
ICLR 2023 Workshop on Backdoor Attacks and Defenses in Machine Learning, 2023
2023
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Articles 1–7