AAISM: Advanced in AI Security Management

By Isaca · Question Mode

QuestionQ129

AI Risk Management

An AI application development team has created a facial-recognition application trained on images of volunteers from the local community. Which of the following is this training MOST likely to produce?

Explanation

Sampling bias occurs when training data is not representative of the population the system will serve. Images drawn only from volunteers in one local community can underrepresent other demographic groups, causing facial-recognition performance to vary across populations.

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