Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble

Dancheng Liu, Chenhui Xu, Jiajie Li +2

For collaborative inference through a cloud computing platform, it is sometimes essential for the client to shield its sensitive information from the cloud provider. In this paper,…