LDP-Slicing: Local Differential Privacy for Images via Randomized Bit-Plane Slicing

Yuanming Cao, Chengqi Li, Wenbo He

Local Differential Privacy (LDP) is the gold standard trust model for privacy-preserving machine learning by guaranteeing privacy at the data source. However, its application to im…