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An Introduction to Adversarial Attacks and Defense Strategies (CAAD8 2018) is published by neurosys NeuroSYS Software Development Agency. We present two state-of-the-art methods of defense against adversarial attacks. The most popular defense strategy is adversarial training. Image preprocessing and feature denoising have been proposed over the last years to achieve this. The method is first place in the competition of the CAAD8 Competition of Adversaries Attacks and Defences.
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