16 citations · 44 across the 4 of their papers we have counts for
4 papers · 1 filter
ScionFL: Efficient and Robust Secure Quantized Aggregation
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas +7
Secure aggregation is commonly used in federated learning (FL) to alleviate privacy concerns related to the central aggregator seeing all parameter updates in the clear. Unfortunat…
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics
Rishabh Poddar, Sukrit Kalra, Avishay Yanai +3
Many organizations stand to benefit from pooling their data together in order to draw mutually beneficial insights -- e.g., for fraud detection across banks, better medical studies…
A Privacy Preserving Collusion Secure DCOP Algorithm
Tamir Tassa, Tal Grinshpoun, Avishay Yanai
In recent years, several studies proposed privacy-preserving algorithms for solving Distributed Constraint Optimization Problems (DCOPs). All of those studies assumed that agents d…
Fear Not, Vote Truthfully: Secure Multiparty Computation of Score Based Rules
Lihi Dery, Tamir Tassa, Avishay Yanai
We propose a secure voting protocol for score-based voting rules, where independent talliers perform the tallying procedure. The protocol outputs the winning candidate(s) while pre…