PrivDFS: Private Inference via Distributed Feature Sharing against Data Reconstruction Attacks

Zihan Liu, Jiayi Wen, Junru Wu +4

In this paper, we introduce PrivDFS, a distributed feature-sharing framework for input-private inference in image classification. A single holistic intermediate representation in s…