Which of the following would BEST ensure a proper business continuity plan (BCP) is in place for an AI solution?
Answer(s): B
Testing the AI infrastructure failover mechanisms best ensures a proper business continuity plan because it validates that the AI solution can continue operating or recover promptly during disruptions, which is the core objective of business continuity.
Implementing which of the following would MOST effectively address bias in generative AI models?
Answer(s): D
Fairness constraints directly address bias by enforcing explicit equity requirements during model training or output generation, ensuring that the generative AI model’s behavior aligns with defined fairness objectives across different groups.
Cybersecurity teams should FIRST be embedded in the:
Embedding cybersecurity teams in the model design phase ensures security, privacy, and risk requirements are incorporated from the outset, enabling secure-by-design AI systems and preventing downstream vulnerabilities that are harder and costlier to remediate later.
After an organization deploys an AI-based system, a regulator warns of increased risk related to AI re-identification attacks on anonymized data sets. Which of the following should the information security manager do FIRST?
Answer(s): C
Implementing a monitoring program that includes privacy audits and adversarial testing is the first step because it allows the organization to assess whether re-identification risks are actually present, understand exposure, and take evidence-based mitigation actions before making disruptive or irreversible decisions.
Which of the following would BEST protect trade secrets related to AI technologies during their life cycle?
Restricting access to sensitive data best protects AI-related trade secrets throughout the life cycle by limiting exposure of proprietary models, training data, and processes to only authorized individuals and systems.
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