Locally Differentially Private Sparse Vector Aggregation

Author:

Zhou Mingxun1,Wang Tianhao2,Chan T-H. Hubert3,Fanti Giulia1,Shi Elaine1

Affiliation:

1. Carnegie Mellon University

2. University of Virginia

3. The University of Hong Kong

Publisher

IEEE

Reference63 articles.

1. Fast Pseudorandomness for Independence and Load Balancing

2. Communication-efficient learning of deep networks from decentralized data;mcmahan;Artificial Intelligence and Statistics,2017

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4. The distributed discrete gaussian mechanism for federated learning with secure aggregation;kairouz;arXiv preprint arXiv 2102 05988,2021

5. A Multiplicative Weights Mechanism for Privacy-Preserving Data Analysis

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