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Edwige Cyffers

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titleconferencedate
Pairwise Network Differential PrivacyTrust in Decentralized Systems 20262026-03-16
Shows that a standard gossip algorithm that alternates a gradient step with a gossip step enables a gradient-reconstruction attack that recovers exact images…
Talk on
Privacy of Decentralized Machine LearningLearning from Heterogeneous Sources 20262026-02-23
Shows that decentralization alone does not stop data reconstruction: honest-but-curious attackers that observe gossip messages can reconstruct private images…
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