2 citations · 2 across the 4 of their papers we have counts for
4 papers
Privacy-Preserving Federated Averaging with Byzantine Aggregators in Asynchronous Networks
Antonella Del Pozzo, Achille Desreumaux, Mathieu Gestin +2
Federated Learning requires secure aggregation to prevent gradient leakage, yet existing protocols suffer from key limitations: they assume synchrony, require heavy peer-to-peer co…
Fantastyc: Blockchain-based Federated Learning Made Secure and Practical
William Boitier, Antonella Del Pozzo, Álvaro García-Pérez +9
Federated Learning is a decentralized framework that enables multiple clients to collaboratively train a machine learning model under the orchestration of a central server without…
Preliminaries paper: Byzantine Tolerant Strong Auditable Atomic Register
Antonella Del Pozzo, Antoine Lavandier, Alexandre Rapetti
An auditable register extends the classical register with an audit operation that returns information on the read operations performed on the register. In this paper, we study Byza…
The Synchronization Power of Auditable Registers
Hagit Attiya, Antonella Del Pozzo, Alessia Milani +2
Auditability allows to track all the read operations performed on a register. It abstracts the need of data owners to control access to their data, tracking who read which informat…