Which of the following security framework elements BEST helps to safeguard the integrity of outputs generated by AI algorithms?

The correct answer is A. Risk exposure due to bias in AI outputs is kept within an acceptable range. Integrity of AI outputs is directly threatened by bias - when a model produces skewed or incorrect results due to flawed training data or algorithmic bias, its outputs cannot be trusted. Keeping risk exposure from bias within an acceptable range is a governance control that direc

AI Security Risk Management

Question

Options

ARisk exposure due to bias in AI outputs is kept within an acceptable range
BEthical standards are incorporated into security awareness programs
CManagement is prepared to disclose AI system architecture to stakeholders
DResponsibility is defined for legal actions related to AI regulatory requirements

How the community answered

(45 responses)

A
96% (43)
B
2% (1)
D
2% (1)

Explanation

Integrity of AI outputs is directly threatened by bias - when a model produces skewed or incorrect results due to flawed training data or algorithmic bias, its outputs cannot be trusted. Keeping risk exposure from bias within an acceptable range is a governance control that directly addresses output integrity by establishing tolerances and triggers for remediation. Option B (ethics in awareness programs) improves culture but does not directly control output quality. Option C (disclosing architecture) addresses transparency, not integrity. Option D (legal responsibility for regulations) addresses accountability, not the quality of outputs themselves.

Topics

#AI Bias#Output Integrity#Risk Management#AI Security Frameworks

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