AAIA: Advanced in AI Audit

By Isaca · Question Mode

QuestionQ83

AI Auditing Tools and Techniques

An AI system used for credit scoring is suspected of unfairly denying loan applications from a specific demographic group.

Which AI auditing tool would be MOST useful for identifying this problem?

Explanation

Model interpretability analysis exposes the factors and feature relationships driving individual and aggregate credit decisions, helping detect whether demographic attributes or their proxies are causing unfair rejection patterns.

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