Emma Andrews
2 papers · Latest:
Quantum Interval Bound Propagation for Certified Training of Quantum Neural Networks
Introduces Quantum Interval Bound Propagation (QIBP) for certified training of quantum neural networks, ensuring robustness against adversarial perturbations.
2605.00747
Defending Quantum Classifiers against Adversarial Perturbations through Quantum Autoencoders
This paper introduces a quantum autoencoder-based defense that purifies adversarial samples to protect quantum classifiers without adversarial training.
2604.28176
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