Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack

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Abstract:

Image denoising techniques have been widely employed in multimedia devices as an image post-processing operation that can remove sensor noise and produce visually clean images for further AI tasks, e.g., image classification. In this paper, we investigate a new task, adversarial denoise attack, that stealthily embeds attacks inside the ...More

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