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James Storer

2 accepted papers

2018

Deflecting Adversarial Attacks With Pixel Deflection

CVPR 2018poster

CNNs are poised to become integral parts of many critical systems. Despite their robustness to natural variations, image pixel values can be manipulated, via small, carefully crafted, imperceptible perturbations, to cause a model to misclassify images. We present an algorithm to process an image so…