2 citations · 3 across the 4 of their papers we have counts for
5 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…
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…