Controlled Steering-Based State Preparation for Adversarial-Robust Quantum Machine Learning

Sahan Sanjaya, Hari Krishna Parvatham, Emma Andrews +1

Quantum machine learning (QML) provides a promising framework for leveraging quantum-mechanical effects in learning tasks. However, its vulnerability to adversarial perturbations r…