Efficient Privacy-Preserving Machine Learning with Lightweight Trusted Hardware
Efficient Privacy-Preserving Machine Learning with Lightweight Trusted Hardware
In this paper, we propose a new secure machine learning inference platform assisted by a small dedicated security processor, which will be easier to protect and deploy compared to today's TEEs integrated into high-performance processors. Our platform provides three main advantages over the state-of-the-art: (i) We achieve significant performance improvements …