PEREGRiNN: Penalized-Relaxation Greedy Neural Network Verifier (CAV 21')

Abstract

In this paper, we propose PEREGRiNN, an algorithm for efficiently and formally verifying the input/output behavior of ReLU NNs.

Publication
PEREGRiNN: Penalized-Relaxation Greedy Neural Network Verifier