Isaca AAISM Exam Dumps

ISACA Advanced in AI Security Management (AAISM) Exam
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Total Questions : 255
Update Date : July 10,2026
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Isaca AAISM Sample Question Answers

Question # 1

Which of the following methods provides the MOST effective protection against model inversion attacks?

A. Using adversarial training 
B. Reducing the model’s complexity 
C. Implementing regularization output 
D. Increasing the number of training iterations 



Question # 2

Which of the following strategies BEST ensures generative AI tools do not expose company data? 

A. Conducting an independent AI data audit 
B. Testing AI tools before implementation 
C. Implementing a solution to prohibit the input of sensitive data 
D. Ensuring AI tools are compliant with local regulations 



Question # 3

What is the GREATEST benefit of performing AI security risk assessments? 

A. Updating the risk register 
B. Implementing privacy controls 
C. Enabling risk prioritization 
D. Securing appropriate funding



Question # 4

To ensure the ethical and responsible use of AI, which of the following AI usage policy metrics is MOST important for an organization to monitor?

A. Frequency of policy consultations by employees 
B. Number of reported policy violations 
C. Number of AI projects that have undergone policy compliance review
 D. Frequency of policy reviews and updates



Question # 5

An organization is implementing an AI-based credit assessment engine using internal and third-party customer data. Which of the following BEST aligns with data management controls for the AI life cycle?

A. Documented procedures for data sourcing, lineage tracking, and quality validation 
B. Use of hashed identifiers to anonymize datasets used for model validation and internal analytics 
C. Encrypted isolation and dynamic access controls on training data pipelines 
D. Limitation of model training to structured data from vetted sources to minimize ingestion risk 



Question # 6

Which of the following is MOST important for effective AI risk management?

A. Utilization of best practice AI risk management frameworks 
B. Internal stakeholder participation in AI risk management processes 
C. Risk measurement during an early stage of the AI system life cycle 
D. Creation of separate risk management processes for AI-specific risk 



Question # 7

Which of the following approaches BEST helps to reduce model bias? 

A. Increasing the number of labels per instance 
B. Decreasing the frequency of model updates 
C. Utilizing a more complex model architecture 
D. Ensuring diversity in training data sources 



Question # 8

Which of the following BEST describes the role of model cards in AI solutions? 

A. They are primarily used to visualize the performance of AI models 
B. They are used to automatically fine-tune AI models by adjusting hyperparameters based on user feedback
 C. They provide a standardized way to document the training data and AI model use cases 
D. They help developers create synthetic data and train AI models 



Question # 9

A health services organization is developing a proprietary generative AI chatbot to assist patients with medical devices. Which of the following should be the organization’s HIGHEST priority? 

A. Maximizing neural network size 
B. Tuning algorithms used in the AI model 
C. Maximizing the amount of training data 
D. Selecting the appropriate training data 



Question # 10

Which of the following is the BEST control for preventing deepfakes?

A. Output provenance verification 
B. Regular AI risk assessment 
C. AI governance policies 
D. System input validation 



Question # 11

How can an organization best remain compliant when decommissioning an AI system that recorded patient data?

A. Perform a post-destruction risk assessment 
B. Ensure backups are tested and access controls are audited 
C. Update governance policies based on lessons learned 
D. Ensure a certificate of destruction is received and archived 



Question # 12

Which of the following approaches BEST enables the separation of sensitive and shareable data to prevent an AI chatbot from inadvertently disclosing confidential information?

A. Zero Trust 
B. Sandboxing 
C. Siloing 
D. Containerization 



Question # 13

An attacker crafts inputs to a large language model (LLM) to exploit output integrity controls. Which of the following types of attacks is this an example of? 

A. Prompt injection 
B. Jailbreaking 
C. Remote code execution
 D. Evasion



Question # 14

Which strategy BEST ensures generative AI tools do not expose company data? 

A. Conducting an independent AI data audit 
B. Implementing a solution prohibiting input of sensitive data 
C. Testing AI tools before implementation 
D. Ensuring AI tools comply with local regulations 



Question # 15

An organization plans to use AI to analyze the shopping patterns of its customers to predict interests and send targeted, customized marketing emails. Which of the following should be done FIRST?

A. Obtain customer consent 
B. Train the marketing department
 C. Update the terms of service 
D. Verify customer email addresses 



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