Riccardo Taiello

Proposal of a tutorial on a Flamby dataset in privacy-preserving way, in collaboraton with @luciainnocenti: - Training in Fed-BioMed with SecAgg; - The final global model compiled into Concrete ML,...

Insecure validation sec agg

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After a discussion with @srcansiz, we realized that the validation of the aggregation through the encryption of random values, also known to the aggregator can be an information leakage. There...

With @luciainnocenti, we completed this tutorial, where we evaluated Fed-Biomed using uniform client selection using a medical time series dataset over a large number of nodes. The dataset used is...