Adversarial Task-Specific Privacy Preservation under Attribute Attack

Han Zhao
Han Zhao
Jianfeng Chi
Jianfeng Chi
Yuan Tian
Yuan Tian

CoRR, 2019.

Cited by: 0|Views45
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Abstract:

With the prevalence of machine learning services, crowdsourced data containing sensitive information poses substantial privacy challenges. Existing works focusing on protecting against membership inference attacks under the rigorous notion of differential privacy are susceptible to attribute inference attacks. In this paper, we develop ...More

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