Differential Privacy Image Generation with Reconstruction Loss and Noise Injection Using an Error Feedback SGD

Qiwei Ma, Jun Zhang

Traditional data masking techniques such as anonymization cannot achieve the expected privacy protection while ensuring data utility for privacy-preserving machine learning. Synthe…