gradient-based test-time attacks

Quantum classifiers show inherent defense against gradient attacks due to measurement costs

Researchers have analyzed the cost of adversarial attacks against quantum classifiers, finding that finite quantum measurement statistics, or shot noise, can act as a defense mechanism. The study quantifies the measurem…