Controlling the privacy loss with the input feature maps of the layers in convolutional neural networks

Woohyung Chun, Sung-Min Hong, Junho Huh +1

We propose the method to sanitize the privacy of the IFM(Input Feature Map)s that are fed into the layers of CNN(Convolutional Neural Network)s. The method introduces the degree of…