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Aobo Chen, Yangyi Li, Chenxu Zhao, Mengdi Huai:
A survey of security and privacy issues of machine unlearning.
AI Mag. 46(1) (2025)
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Zihao Liu, Tianhao Wang, Mengdi Huai, Chenglin Miao:
Backdoor Attacks via Machine Unlearning.
AAAI 2024: 14115-14123
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Wei Qian, Chenxu Zhao, Yangyi Li, Fenglong Ma, Chao Zhang, Mengdi Huai:
Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction.
AAAI 2024: 14651-14659
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Guangtao Zheng, Mengdi Huai, Aidong Zhang:
AdvST: Revisiting Data Augmentations for Single Domain Generalization.
AAAI 2024: 21832-21840
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Mengdi Huai:
Fostering Trustworthiness in Machine Learning Algorithms.
AAAI 2024: 22670