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Search results for membership inference attacks machine unlearning
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Awesome Trustworthy Deep Learning
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254
A curated list of trustworthy deep learning papers. Daily updating...
Awesome Forgetting In Deep Learning
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104
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.
Unlearn Saliency
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41
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Dennis Wei, Eric Wong, Sijia Liu
Unlearn Sparse
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38
[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
Unlearningleaks
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Official implementation of "When Machine Unlearning Jeopardizes Privacy" ((CCS 2021)
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