A Novel scheme of Image Encryption and Machine Learning- Training the Network with Encrypted images

Abstract

Image Encryption plays major role to handle privacy issues in the network. For the researchers it is difficult to train the encrypted images because of privacy issues. However in some applications the researchers need to collect the image datain order to train the network using machine learning algorithm. This difficulty can be achieved by using the proposed algorithm. A novel scheme of image encryption and machine learning algorithm is used to train the network with encrypted images. The idea behind the proposed algorithm is to encrypt the images in order to secure the image from humans but not for the network to train the data. Here the network is trained directly with the encrypted images without decrypting them. The proposed algorithm can be applied in Deep learning surveillance applications. With the help of this algorithm, any kind of network can train the data.