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Securing the Way forward for AI By Rigorous Security, Resilience, and Zero-Belief Design Ideas
As foundational AI fashions develop in energy and attain, additionally they expose new assault surfaces, vulnerabilities, and moral dangers. This white paper by the Safe Methods Analysis Middle (SSRC) on the Expertise Innovation Institute (TII) outlines a complete framework to make sure safety, resilience, and security in large-scale AI fashions. By making use of Zero-Belief rules, the framework addresses threats throughout coaching, deployment, inference, and post-deployment monitoring. It additionally considers geopolitical dangers, mannequin misuse, and knowledge poisoning, providing methods similar to safe compute environments, verifiable datasets, steady validation, and runtime assurance. The paper proposes a roadmap for governments, enterprises, and builders to collaboratively construct reliable AI programs for vital purposes.
What Attendees will Study
How zero-trust safety protects AI programs from assaults
Strategies to scale back hallucinations (RAG, fine-tuning, guardrails)
Finest practices for resilient AI deployment
Key AI safety requirements and frameworks
Significance of open-source and explainable AI
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