The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for Model weight protection at rest

2 sources

Guide citations are still under editorial review.

NIST · SP 800-218A · 2024 Official guidance

Secure Software Development Practices for Generative AI and Dual-Use Foundation Models (original source, new tab)

Adds AI-specific lifecycle practices to secure software development; guidance does not certify a particular system.

Nevo and colleagues · RAND 2024 Research risk assessment

Securing AI Model Weights: Preventing Theft and Misuse of Frontier Models (original source, new tab)

Analyzes theft pathways and proposed security levels; not an inventory of confirmed theft incidents.

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