Multiple Choice Flashcards on 04 Certified Artificial Intelligence Scientist...

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Flashcard Practice Certified Artificial Intelligence Scientist - CAIS Multiple Choice

A company finds that tiny image changes can cause its deep classifier to mislabel restricted items at an access checkpoint. What is the best next step?

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Assume the classifier is acceptable because the altered images look almost identical to people Assess adversarial robustness, add controls such as monitoring and robust training, and keep human review for high-risk cases Use only training accuracy because adversarial examples are outside normal evaluation Disable image logging so attackers cannot see which examples failed

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