The analysis and interpretation of quantum adversarial examples

Shuangyue Geng, Dong-Ling Deng

Keywords: Quantum adversarial example, Explainability, Quantum machine learning

TL;DR: We analyze quantum adversarial examples by decomposing perturbations relative to the low-dimensional data manifold, revealing insights into their underlying semantic characteristics.

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Submission Number: 97