Prompt2Perturb finds Stable Diffusion text embeddings that turn breast ultrasound images into adversarial examples that are natural-looking and mislead classifiers.
Towards evaluating the robustness of neural networks
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Prompt2Perturb (P2P): Text-Guided Diffusion-Based Adversarial Attacks on Breast Ultrasound Images
Prompt2Perturb finds Stable Diffusion text embeddings that turn breast ultrasound images into adversarial examples that are natural-looking and mislead classifiers.