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Docs](https://docs.paloaltonetworks.com/search) Close search modal [Deploy Bravely --- Secure your AI transformation with Prisma AIRS](https://www.deploybravely.com) [](https://www.paloaltonetworks.com/?ts=markdown) *** ** * ** *** ![asset thumbnail](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/thumbnails/securing-ai-s-front-lines.png) Whitepaper Oct 14, 2025 # Secure AI by Design ## A Framework for Building Trustworthy, Defensible AI Systems Secure AI by Design English Read the whitepaper Read the whitepaper As AI systems become more sophisticated---from predictive and generative to fully agentic---the attack surface expands faster than traditional security can keep up. This white paper provides a practical, framework-driven approach to Secure AI by Design, guiding organizations through the shift from reactive defenses to proactive, integrated AI security. You'll learn how to implement security from inception through deployment---addressing vulnerabilities unique to AI's probabilistic and autonomous nature. Drawing from CISA's Secure by Design principles and a Defense-in-Depth strategy, this guide shows how to embed protection at every phase of the Machine Learning Security Operations (MLSecOps) lifecycle. **In this white paper, you'll discover:** * **The Evolution of AI Threats**: Understand how data poisoning, model deserialization, and prompt injection attacks expose the weaknesses of modern AI systems. * **Core Secure AI by Design Principles**: Learn how to apply CISA's foundational security pillars---ownership, transparency, and leadership---to AI development and operations. * **Essential Frameworks for Implementation**: See how the 2025 OWASP Top 10 for LLMs and GenAI, MITRE ATLAS, and NIST AI-RMF align to provide actionable, end-to-end AI security guidance. * **Defense-in-Depth in Practice**: Map security controls across the MLSecOps lifecycle to prevent and detect AI-specific threats. * **Next-Generation AI Security Tools** : Explore the capabilities that traditional cybersecurity misses, from model scanners and AI vulnerability feeds to AI-aware access controls, red teaming, and agentic AI monitoring. Whether your organization is deploying predictive models or autonomous agents, this white paper offers a complete strategy for building and maintaining AI systems that are secure, compliant, and resilient by design. ![Share page on facebook](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/facebook-circular-icon-grey.svg) ![Share page on linkedin](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/linkedin-circular-icon-grey.svg) [![Share page by an email](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/resources/email-circular-icon-grey.svg)](mailto:?subject=Secure%20AI%20by%20Design&body=The%20same%20AI%20innovations%20that%20are%20propelling%20business%20forward%20are%20also%20opening%20new%20doors%20for%20risk.%20This%20white%20paper%20explains%20how%20to%20embed%20Secure%20AI%20by%20Design%20principles%20across%20every%20phase%20of%20the%20AI%20lifecycle%2C%20leveraging%20frameworks%20like%20OWASP%2C%20MITRE%20ATLAS%2C%20and%20NIST%20AI-RMF%20to%20build%20resilient%2C%20compliant%2C%20and%20trustworthy%20AI%20systems%20from%20the%20beginning.%20at%20https%3A//www.paloaltonetworks.com/resources/whitepapers/securing-ai-front-lines) Create an account Sign In | | Already have an account? 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