LightSplit: Practical Privacy-Preserving Split Learning via Orthogonal Projections

Mert Cihangiroglu, Alessandro Pegoraro, Phillip Rieger +2

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