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6 search results found

Awesome Machine Unlearning ⭐ 508

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Security and Privacy Risk Simulator for Machine Learning

Privacyraven ⭐ 172

Privacy Testing for Deep Learning

Unlearn Saliency ⭐ 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 ⭐ 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

Attack_splitnn ⭐ 9

reveal the vulnerabilities of SplitNN

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