most citedUse the Spear as a Shield: A Novel Adversarial Example based Privacy-Preserving Technique against Membership Inference Attacks

11 citations · 25 across the 3 of their papers we have counts for

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cs.CR2020★ 11 cited

Use the Spear as a Shield: A Novel Adversarial Example based Privacy-Preserving Technique against Membership Inference Attacks

Mingfu Xue, Chengxiang Yuan, Can He +4

Recently, the membership inference attack poses a serious threat to the privacy of confidential training data of machine learning models. This paper proposes a novel adversarial ex…