Scalable Polyhedral Verification of Recurrent Neural Networks

Wonryong Ryou, Jiayu Chen, Mislav Balunovic +3

We present a scalable and precise verifier for recurrent neural networks, called Prover based on two novel ideas: (i) a method to compute a set of polyhedral abstractions for the n…