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Published at November 21

Adversarial Poisoning Attack on Quantum Machine Learning Models

cs.CR

cs.CV

Released Date: November 21, 2024

Authors: Satwik Kundu¹, Swaroop Ghosh¹

Aff.: ¹Pennsylvania State University University Park, USA

Arxiv: http://arxiv.org/abs/2411.14412v1

Refer to caption

	Noiseless			Noisy ( $p=0.05$ )
Dataset	Baseline	Random	QUID	Random	QUID
MNIST-4	94.3	91.6	43.9	89.9	31.6
Fashion-4	85.0	83.3	31.9	82.9	7.9
Kuzushiji-4	81.3	74.6	37.0	72.0	27.3
Letters-4	88.9	77.9	30.0	75.6	12.6