LightSplit: Practical Privacy-Preserving Split Learning via Orthogonal Projections (Full Version)

Mert Cihangiroglu, Alessandro Pegoraro, Phillip Rieger +2

Split learning (SL) enables collaborative training by partitioning a neural network across clients and a central server. However, the cut-layer interface introduces a key challenge…