12 citations · 64 across the 17 of their papers we have counts for
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cs.CR2021
NeuraCrypt is not private
Nicholas Carlini, Sanjam Garg, Somesh Jha +3
NeuraCrypt (Yara et al. arXiv 2021) is an algorithm that converts a sensitive dataset to an encoded dataset so that (1) it is still possible to train machine learning models on the…
cs.LG2021★ 1 cited
Learning and Certification under Instance-targeted Poisoning
Ji Gao, Amin Karbasi, Mohammad Mahmoody
In this paper, we study PAC learnability and certification of predictions under instance-targeted poisoning attacks, where the adversary who knows the test instance may change a fr…