Exact and Asymptotically Complete Robust Verifications of Neural Networks via Ising Solvers

Wenxin Li, Wenchao Liu, Anzhe Jiang +6

We present an Ising-compatible framework for formal neural-network robustness verification under bounded input perturbations. For piecewise activations (both continuous piecewise-l…