cs.AI, cs.CR, cs.LG

Efficient Preimage Approximation for Neural Network Certification

arXiv:2505.22798v3 Announce Type: replace
Abstract: 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. Certificat…