Free AAISM Practice Test Questions 2026

An organization is deploying an automated AI cybersecurity system. Which strategy MOST effectively minimizes human error and improves security?

A. Manual monitoring of alerts

B. Using historical data to train detection software

C. Utilizing machine learning algorithms to ensure responsible use

D. Conducting periodic penetration testing

As organizations increasingly rely on vendors to develop AI systems, which of the following is the MOST effective way to monitor vendors and ensure compliance with ethical and security standards?

A. Conducting regular audits of vendor processes and adherence to AI development guidelines

B. Requiring vendors to monitor their adherence to ethics and security standards

C. Mandating that vendors share source code and AI documentation with the contracting party

D. Allowing vendors to self-attest ethical AI compliance and implement benchmark monitoring

Which of the following is the MOST effective way to mitigate the risk of deepfake attacks?

A. Relying on human judgment for oversight

B. Limiting employee access to AI tools

C. Validating the provenance of the data source

D. Using a general-purpose large language model (LLM) to detect fraud

Which of the following BEST represents a combination of quantitative and qualitative metrics that can be used to comprehensively evaluate AI transparency?

A. AI system availability and downtime metrics

B. AI model complexity and accuracy metrics

C. AI explainability reports and bias metrics

D. AI ethical impact and user feedback metrics

Which of the following recommendations would BEST help a service provider mitigate the risk of lawsuits arising from generative AI’s access to and use of internet data?

A. Activate filtering logic to exclude intellectual property flags

B. Disclose service provider policies to declare compliance with regulations

C. Appoint a data steward specialized in AI to strengthen security governance

D. Review log information that records how data was collected

The PRIMARY ethical concern of generative AI is that it may:

A. Produce unexpected data that could lead to bias

B. Cause information integrity issues

C. Cause information to become unavailable

D. Breach the confidentiality of information

When preparing for an AI incident, which of the following should be done FIRST?

A. Implement a communication channel to report AI incidents

B. Establish a cross-functional incident response team with AI knowledge

C. Establish recovery processes for AI system models and data sets

D. Create containment and eradication procedures for AI-related incidents

Which of the following is the MOST important consideration when an organization is adopting generative AI for personalized advertising?

A. Fraud risk

B. Reputational risk

C. Commercial risk

D. Regulatory risk

Employees are regularly using open-source generative AI without guidance. What should be the CISO’s GREATEST concern?

A. Model hallucinations

B. Data leakage

C. Lack of monitoring

D. Policy violations

When using AI as part of incident response, which of the following BEST ensures the automation aligns with regulatory and governance obligations?

A. Use deep learning models to autonomously classify all incidents

B. Train the AI incident response platform to mirror legacy response workflows and log containment

C. Apply anomaly detection models to filter incoming threats and automate containment

D. Implement a tiered automation strategy where severity ratings inform the need for human oversight

An organization decides to use an anomaly-based intrusion detection system (IDS) integrated with a generative adversarial network–enabled AI tool. The integrated tool would MOST effectively detect intrusions by leveraging:

A. synthetic intrusion data to train the tool’s components

B. validation data sets to enable highly realistic AI decisions

C. automated rule creation to increase model performance

D. classified real intrusion data based on labeled data

A CISO has been tasked with providing key performance indicators (KPIs) on the organization’s newly launched AI chatbot. Which of the following are the BEST metrics for the CISO to recommend?

A. Explainability and F1 score

B. Customer effort score and user retention rate

C. Response time and throughput

D. Error rate and bias detection