The Power of The Hybrid Model for Mean Estimation

Yatharth Dubey
Yatharth Dubey

arXiv: Cryptography and Security, Volume abs/1811.12040, 2018.

Cited by: 0|Views11
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Abstract:

In this work we explore the power of the hybrid model of differential privacy (DP) proposed by Avent et al., where some users desire the guarantees of the local model of DP and others are content with receiving the trusted curator model guarantees. In particular, we study the accuracy of mean estimation algorithms for arbitrary distributi...More

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