Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation

Hiroki Ito, Yuma Kinoshita, Hitoshi Kiya

We propose a transformation network for generating visually-protected images for privacy-preserving DNNs. The proposed transformation network is trained by using a plain image data…