Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods

ArXi:2605.18821v1 Announce Type: new Machine learning has revolutionized numerous industrial domains. Despite recent advances, machine learning models remain vulnerable to adversarial threats. Adversarial machine learning is a field that studies these vulnerabilities to build robust machine learning models. Quantum machine learning is an interdisciplinary field that bridges quantum computing and classical machine learning.