Spectrum-Aware Bounds on Invertibility for Privacy-Enhancing Instance Encoding

Seokjin Hwang, Yuting Li, Kiwan Maeng

Instance encoding is a popular empirical technique for privacy enhancement when sharing data to an untrusted server. It transforms sensitive data through an encoding process before…