Wojciech Ozga

Perun: Secure Multi-Stakeholder Machine Learning Framework with GPU Support

2021 · arXiv (Cornell University)

Confidential multi-stakeholder machine learning (ML) allows multiple parties to perform collaborative data analytics while not revealing their intellectual property, such as ML source code, model, or datasets. State-of-the-art solutions based on homomorphic encryption incur a …