Bits and Missings for NNs - A Blog From Human-engineer-being

Adversarial instances and robust models Generative Adversarial Network http://arxiv.org/abs/1406.2661 - Train classifier net as oppose to another net creating possible adversarial instances as the training evolves. Apply genetic algorithms per N training iteration of net and create some adversarial instances. Apply fast gradient approach to image pixels to generate intruding images. Goodfellow states that DAE or CAE are not full solutions to this problem. Adversarial instances and robust models Generative Adversarial Network http://arxiv.org/abs/1406.2661 - Train classifier net as oppose to another net creating possible adversarial instances as the training evolves. Apply genetic algorithms per N training iteration of net and create some adversarial instances.