Hong Xiang

Applying Deep Learning to Known-Plaintext Attack on Chaotic Image Encryption Schemes

In this paper, we demonstrate that traditional chaotic encryption schemes are vulnerable to the known-plaintext attack (KPA) with deep learning. Considering the decryption process as image restoration based on deep learning, we apply Convolutional Neural Network to perform known-plaintext attack on…