How Breakable Is Privacy: Probing and Resisting Model Inversion Attacks in Collaborative Inference

Rongke Liu, Youwen Zhu, Dong Wang +3

Collaborative inference (CI) improves computational efficiency for edge devices by transmitting intermediate features to cloud models. However, this process inevitably exposes feat…