Sizhao Huang

Adversarial Examples Detection Based on Error Level Analysis and Space Mapping

Deep neural network (DNN) shows impressive performance on many tasks but they usually suffer from adversarial examples with human eyes invisible slight perturbation. Such examples can not be distinguished by human but can mislead DNN classifiers leading to its important role in DNN attack and defens…