A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models

Maximilian Wendlinger, Kilian Tscharke, Pascal Debus

Quantum machine learning (QML) continues to be an area of tremendous interest from research and industry. While QML models have been shown to be vulnerable to adversarial attacks m…