Partitioning for Intrinsic Model Inversion Resistance in Collaborative Inference

Rongke Liu, Youwen Zhu, Lei Zhou +2

In collaborative inference (CI), transmitting intermediate representations $Z$ from edge devices enables model inversion attacks (MIA) that reconstruct the original inputs $X$, whi…