Generative AI Leader · Free Practice Question Medium
Question 18
A company's Chief Information Security Officer (CISO) is tasked with creating a comprehensive AI security policy. They need a structured set of best practices that goes beyond basic infrastructure security to cover the entire AI lifecycle, including protecting training data, securing models from theft, and ensuring responsible deployment.
Which Google offering provides this type of high-level, holistic security guidance?
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A
Google's Secure AI Framework (SAIF)
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B
Identity and Access Management (IAM) policies
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C
Vertex AI Model Monitoring
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D
Google Cloud's open approach
Reveal correct answer
Correct answer: A
Explanation
SAIF is a high-level framework of best practices for securing the entire AI ecosystem, matching the CISO's need.
CORRECT: Google's Secure AI Framework (SAIF)
SAIF is a conceptual framework that provides a comprehensive, defense-in-depth approach to securing AI systems. It offers best practices and guidance across multiple layers, including securing the AI supply chain, protecting models and data, and ensuring responsible deployment, which directly aligns with the CISO's strategic need.
INCORRECT: Identity and Access Management (IAM) policies
IAM is a specific, crucial tool for controlling access, but it is just one component of the much broader security strategy covered by a framework like SAIF.
INCORRECT: Vertex AI Model Monitoring
This tool is for detecting performance drift in deployed models, which is a post-deployment operational task, not a comprehensive security framework.
INCORRECT: Google Cloud's open approach
Google's open approach provides flexibility and choice but is not a security framework. SAIF provides the prescriptive guidance for securing the systems built with that open approach.
Discussion
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