Split Happens: Combating Advanced Threats with Split Learning and Function Secret Sharing

Tanveer Khan, Mindaugas Budzys, Antonis Michalas

Split Learning (SL) -- splits a model into two distinct parts to help protect client data while enhancing Machine Learning (ML) processes. Though promising, SL has proven vulnerabl…