Tetrad: Actively Secure 4PC for Secure Training and Inference

no code implementations • 5 Jun 2021 • Nishat Koti, Arpita Patra, Rahul Rachuri, Ajith Suresh

A key feature of Tetrad is that robustness comes for free over fair protocols.

Benchmarking Fairness +1

Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning

no code implementations • 5 Dec 2019 • Harsh Chaudhari, Rahul Rachuri, Ajith Suresh

Machine learning has started to be deployed in fields such as healthcare and finance, which propelled the need for and growth of privacy-preserving machine learning (PPML).

Benchmarking BIG-bench Machine Learning +2