A current trend of research focuses on artificial intelligence based cryptography which although proposed almost thirty years ago could not attract much attention. Abadi and Anderson’s work adversarial in 2016 rejuvenated the area now building neural networks that are able to learn using idea from Generative Adversarial Networks (GANs). In this paper, we survey most prominent works cover two ma...