Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption

Tanveer Khan, Khoa Nguyen, Antonis Michalas +1

Split learning (SL) is a new collaborative learning technique that allows participants, e.g. a client and a server, to train machine learning models without the client sharing raw…