Search Results for author:
Found 2 papers, 0 papers with code
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
We also demonstrate that, unlike existing schemes, LightSecAgg can be applied to secure aggregation in the asynchronous FL setting.
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously
In particular, we propose PolyShard: ``polynomially coded sharding'' scheme that achieves information-theoretic upper bounds on the efficiency of the storage, system throughput, as well as on trust, thus enabling a truly scalable system.
Cryptography and Security Distributed, Parallel, and Cluster Computing Information Theory Information Theory
