Auto-encoder with Memory Defense

  • Currently designing a robust auto-encoder and GAN for detecting adversarial images.
  • Developed a close proximity approximation model which is also known as on manifold adversarial detectors.
  • Enhanced the vanilla auto-encoder to a deep architecture with enforced learning from memory elements.