Adversarial Co-Evolution of Malware and Detection Models: A Bilevel Optimization Perspective
arXiv:2604.22569v1 Announce Type: cross
Abstract: Machine learning-based malware detectors are increasingly vulnerable to adversarial examples. Traditional defenses, such as one-shot adversarial training, often fail against adaptive attackers who use …