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20152023
most citedFlamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning

83 citations · 112 across the 5 of their papers we have counts for

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cs.CR2023★ 83 cited

Flamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning

Yiping Ma, Jess Woods, Sebastian Angel +2

This paper introduces Flamingo, a system for secure aggregation of data across a large set of clients. In secure aggregation, a server sums up the private inputs of clients and obt…

cs.CR2018

What's a little leakage between friends?

Sebastian Angel, David Lazar, Ioanna Tzialla

This paper introduces a new attack on recent messaging systems that protect communication metadata. The main observation is that if an adversary manages to compromise a user's frie…