AAISM Exam Dumps | An organization implementing a large language model (LLM) application notices significant and unexpected

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ISACA Advanced in AI Security Management (AAISM) Exam
ISACA.AAISM.v2026-06-22.q109
Question 78

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Question 78/109

An organization implementing a large language model (LLM) application notices significant and unexpected cost increases due to excessive computational resource usage. Which vulnerability is MOST likely in need of mitigation?

A. Excessive agency

B. Sensitive information disclosure

C. System prompt leakage

D. Unbounded consumption

Correct Answer: D

AAISM highlights unbounded consumption (token/payment exhaustion, unmetered tool calls, prompt bombs) as a key LLM risk affecting cost and availability. Controls include request quotas, max tokens, rate-limits, budget guards, circuit breakers, and cost-aware routing. Excessive agency (A) relates to unsupervised actions; sensitive disclosure (B) and prompt leakage (C) are confidentiality risks, not primary drivers of runaway compute spend.
References: AI Security Management™ (AAISM) Body of Knowledge - LLM Risk Taxonomy (Abuse & Cost Risks); Guardrails: Rate-Limiting, Quotas, and Budget Controls; Resilience and Cost-Containment Patterns.

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