Enhancing Accuracy-Privacy Trade-off in Differentially Private Split Learning

Ngoc Duy Pham, Khoa Tran Phan, Naveen Chilamkurti

Split learning (SL) aims to protect user data privacy by distributing deep models between client-server and keeping private data locally. Only processed or `smashed' data can be tr…