Efficient Preimage Approximation for Neural Network Certification

ArXi:2505.22798v3 Announce Type: replace-cross The growing reliance on artificial intelligence in safety- and security-critical applications is raising concerns about the robustness of neural networks to erroneous or adversarial input. Certification is a methodology for ensuring model trustworthiness by providing formal guarantees on model behaviour.