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08/19/2023
Flamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning
This paper introduces Flamingo, a system for secure aggregation of data ...
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02/20/2022
Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy
Privacy-preserving federated learning enables a population of distribute...
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10/12/2020
Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications
Federated Learning enables a population of clients, working with a trust...
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10/09/2020
CryptoCredit: Securely Training Fair Models
When developing models for regulated decision making, sensitive features...
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10/27/2019
Small Memory Robust Simulation of Client-Server Interactive Protocols over Oblivious Noisy Channels
We revisit the problem of low-memory robust simulation of interactive pr...
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09/04/2018