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AAIA · Question #29
AAIA Question #29: Real Exam Question with Answer & Explanation
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AI Risk Management and Controls
Question
Which of the following controls helps mitigate the risk of competitors poisoning data utilized by a machine learning (ML) model performing sentiment analysis of product reviews?
Options
- APeer reviewing code that acquires product reviews from social media posts
- BHiring a marketing firm to text links to customers requesting product reviews for monetary
- CAugmenting the unbalanced product review data set with the use of oversampling by the model
- DRequiring customers to authenticate access to their accounts prior to writing product reviews
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Topics
#Data Poisoning#ML Model Integrity#Authentication Controls#Risk Mitigation