Exam AAISM Braindumps - AAISM Exam Brain Dumps
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ISACA AAISM Exam Brain Dumps - AAISM Exam Study Solutions
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ISACA AAISM Exam Syllabus Topics:
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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q160-Q165):
NEW QUESTION # 160
Which of the following reviews MUST be conducted as part of an AI impact assessment?
- A. Identification of environmental and societal consequences
- B. Testing, evaluation, validation, and verification
- C. Evaluation of model reproducibility
- D. Security control self-assessment (CSA)
Answer: A
Explanation:
The AAISM material frames an AI impact assessment as broader than a technical model review.
It emphasizes that governance of AI includes assessing societal, environmental, and human- rights impacts in addition to organizational risk. The official guidance notes that high-level impact assessments must explicitly consider "potential consequences for individuals, communities, and the environment" as part of responsible AI governance.
NEW QUESTION # 161
Secure aggregation enhances the security of federated learning systems by:
- A. Processing client updates in isolation to reduce the risk of exposing sensitive information
- B. Encrypting individual model updates during transmission to ensure only the server can access the data
- C. Applying differential privacy techniques to mask sensitive information in training data
- D. Ensuring individual client contributions remain confidential even if the server is compromised
Answer: D
Explanation:
Secure aggregation cryptographically aggregates client updates so that the server learns only the sum/aggregate, not any single client's update. Properly implemented, the server cannot recover individual contributions--even if compromised--thereby preserving client confidentiality.
NEW QUESTION # 162
Which of the following strategies BEST ensures generative AI tools do not expose company data?
- A. Implementing a solution to prohibit the input of sensitive data
- B. Testing AI tools before implementation
- C. Ensuring AI tools are compliant with local regulations
- D. Conducting an independent AI data audit
Answer: A
Explanation:
AAISM prioritizes preventive controls at the point of use for generative AI, specifically input-governance and DLP controls that block or redact confidential, regulated, or high-risk data before it can be sent to external models. Audits, pre-deployment tests, and regulatory conformance are necessary but do not themselves prevent an employee from pasting sensitive content into prompts. Enforcing input restrictions, pattern-based redaction, policy-aware controls, and allow-lists for approved contexts provides the highest assurance of preventing exposure.
References:* AI Security Management™ (AAISM) Body of Knowledge: Data loss prevention for AI; prompt
/input controls; approved channels and guardrails for generative AI.* AI Security Management™ Study Guide: Preventive over detective controls for confidentiality; enterprise guardrails at prompt capture and egress points.
NEW QUESTION # 163
A malicious actor is able to retrieve the original data that was used to train an AI model through supplying inputs and observing the corresponding outputs of the model. Which of the following BEST describes this type of attack?
- A. Model inversion
- B. Membership inference
- C. Partial knowledge attack
- D. Model distillation
Answer: A
Explanation:
A model inversion attack occurs when an attacker reconstructs or retrieves sensitive training data by analyzing the outputs generated from carefully crafted inputs to the AI model. The attack exploits information leakage from the model to infer original training data.
NEW QUESTION # 164
When generative AI output data is developed by a third party, which of the following MUST be in place to protect against code-level vulnerabilities?
- A. User provisioning
- B. Rights management
- C. Robust third-party contracts
- D. Model transparency
Answer: C
Explanation:
Robust third-party contracts establish security requirements, responsibilities, and accountability for addressing code-level vulnerabilities, ensuring the vendor implements appropriate controls and remediation processes.
NEW QUESTION # 165
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