AAIR: Advanced in AI Risk

By Isaca · Question Mode

QuestionQ49

VerifiedAI Life Cycle Risk Management

An organization uses an AI model that learns from live data streams. Which option is the BEST course of action for managing the risk of an adaptive model?

Explanation

Adaptive models that learn from streaming data require continuous detection of changes in data characteristics and maliciously manipulated training inputs. Automated monitoring for data drift and data poisoning helps identify both degraded model validity and adversarial contamination promptly.

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