Dual Graphs of Polyhedral Decompositions for the Detection of Adversarial Attacks

Huma Jamil, Yajing Liu, Christina M. Cole +4

Previous work has shown that a neural network with the rectified linear unit (ReLU) activation function leads to a convex polyhedral decomposition of the input space. These decompo…