A CIO’s First Principles Reference Guide for Securing AI by Design

AI security demands a new strategy as attack surfaces evolve beyond traditional software, introducing unique vulnerabilities like data poisoning and model hijacking. CIOs must base their AI security on first principles: Confidentiality, Integrity, and Availability (CIA), integrated throughout the AI lifecycle. Key practices include thorough visibility of AI ecosystems, rigorous access controls, continuous anomaly monitoring, and securing the AI supply chain. A unified security platform is essential for holistic protection, fostering a culture of accountability for AI security at all organizational levels.

https://www.paloaltonetworks.com/blog/2025/11/cios-first-principles-reference-guide-securing-ai-design/

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