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An Attack on InstaHide: Is Private Learning Possible with Instance Encoding?

Nov 10, 2020
Nicholas Carlini, Samuel Deng, Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Shuang Song, Abhradeep Thakurta, Florian Tramer


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Obliviousness Makes Poisoning Adversaries Weaker

Mar 26, 2020
Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Abhradeep Thakurta


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Adversarially Robust Learning Could Leverage Computational Hardness

May 28, 2019
Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody


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