Let's Code: Adversarial Robustness Toolbox (ART) – Create adversarial input to check AI

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Published on ● Video Link: https://www.youtube.com/watch?v=zqyue-KI6QM


Duration: 34:40
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The Adversarial Robustness Toolbox (ART) is a Python library for machine learning security and a Graduated Project of the Linux Foundation for AI & Data. ART provides tools for AI Red and Blue Teams to evaluate and secure AI against the adversarial threats of evasion, poisoning, extraction, and inference. Here, we demonstrate how to apply ART to generate adversarial perturbations for images that decrease the performance of image classifiers. We will deploy preprocessing defenses to defend the image classifier and explain how to adapt our attack to account for the deployed defense.

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