Y. Benlcouiri, M. Benabdellah, M.C. Ismaili, A. Azizi, A New Asymmetrical Crypto-Compression Application using Neural Network, Journal of Engineering and Applied Sciences, Volume 16,Issue 2, 2021, Pages 89-93, ISSN 1816-949x, jeasci.2021.89.93, (https://makhillpublications.co/view-article.php?doi=jeasci.2021.89.93) Abstract: In this study, we propose a new application of asymmetrical crypto-compression system for images that is based on the artificial neural network to secure the transmission and the storage of images. The main idea of the security on this system consists on the problem of training in neural networks. Keywords: Artificial neural networks;Multi-Layer Perceptron (ANN-MP);asymmetrical cryptography;crypto-compression