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20152021
most citedHow To Backdoor Federated Learning

808 citations · 876 across the 9 of their papers we have counts for

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cs.CR2021

Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation

Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem +4

We design a scalable algorithm to privately generate location heatmaps over decentralized data from millions of user devices. It aims to ensure differential privacy before data bec…