1 citations · 1 across the 1 of their papers we have counts for
3 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…
Auditable Shared Objects: From Registers to Synchronization Primitives
Hagit Attiya, Antonio Fernández Anta, Alessia Milani +2
Auditability allows to track operations performed on a shared object, recording who accessed which information. This gives data owners more control on their data. Initially studied…
Auditing without Leaks Despite Curiosity
Hagit Attiya, Antonio Fernández Anta, Alessia Milani +2
\textit{Auditing} data accesses helps preserve privacy and ensures accountability by allowing one to determine who accessed (potentially sensitive) information. A prior formal defi…