AAISM Exam Dumps | Which attack type is MOST likely to cause model drift?

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ISACA Advanced in AI Security Management (AAISM) Exam
ISACA.AAISM.v2026-06-22.q109
Question 93

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Question 93/109

Which attack type is MOST likely to cause model drift?

A. Model stealing

B. Perfect knowledge

C. Data poisoning

D. Membership inference

Correct Answer: C

AAISM defines data poisoning as directly capable of causing model drift because corrupted training data shifts the statistical distribution, leading to degraded or unsafe performance.
Model stealing (A) extracts model behavior but does not cause drift. Perfect knowledge (B) is an attacker capability, not an attack causing drift. Membership inference (D) attacks privacy, not performance.
References: AAISM Study Guide - Model Drift Causes; Data Poisoning Impact.

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