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Towards Physical, Imperceptible Adversarial Attacks via Adversarial Programs
We leverage ideas from program synthesis and numerical optimization to search in this large, discrete space and obtain attacks that are competitive with the C&W attack but have at least 3x and up to 10x fewer perturbed pixels.
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