CutClean: Neural Network Pruning for Privacy-Preserving Inference

Leonardo Magliolo, Vito Paolo Pastore, Giuseppe Valenzise +1

Neural networks are increasingly deployed in high-stakes applications with growing privacy leakage concerns. We show that this privacy leakage can occur even in the absence of repr…