Preprint
Jul 2026
When cheap gradients fail: the measurement cost of attacking quantum classifiers
It is shown that finite quantum measurement statistics (shot noise) act as a built-in defense against gradient-based test-time attacks whose cost scales unfavorably for the attacker.
Bacui Li, Chandra Thapa, Tansu Alpcan et al.
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