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20242026
most citedProtection against Source Inference Attacks in Federated Learning using Unary Encoding and Shuffling

1 citations · 1 across the 3 of their papers we have counts for

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cs.CR2024

Self-Defense: Optimal QIF Solutions and Application to Website Fingerprinting

Andreas Athanasiou, Konstantinos Chatzikokolakis, Catuscia Palamidessi

Quantitative Information Flow (QIF) provides a robust information-theoretical framework for designing secure systems with minimal information leakage. While previous research has a…

cs.CR2024★ 1 cited

Protection against Source Inference Attacks in Federated Learning using Unary Encoding and Shuffling

Andreas Athanasiou, Kangsoo Jung, Catuscia Palamidessi

Federated Learning (FL) enables clients to train a joint model without disclosing their local data. Instead, they share their local model updates with a central server that moderat…