Jeanette Miriam Lorenz

This study improves the security of quantum machine learning against adversarial attacks through noise channels and privacy methods.

Exploring the application of Hamiltonian-based QRL in combinatorial optimization challenges.

Examining quantum randomized smoothing and its role in reliable predictions.

Integrating quantum computing and randomized smoothing improves machine learning model security against attacks.

This article discusses improving the robustness of quantum machine learning models against adversarial attacks.