Multiple Choice Flashcards on 03 Certified Offensive AI Security Professional...

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Flashcard Practice Certified Offensive AI Security Professional - COASP Multiple Choice

Why can proxy variables matter in bias testing?

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A proxy variable makes model predictions encrypted by default A feature that appears neutral may still correlate strongly with a protected or sensitive attribute A proxy variable is the same thing as a deployment approval record Proxy variables should be removed before any impact analysis is performed

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