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All things NIST. But more focus on Generative AI stuff. Inspired by the awesome-* trend in GitHub.
As of 2.1.24, I am working hard to build the repos - takes time to review and curate. Appreciate your patience ... Thanks ...
| NIST USAISIC | NIST RMF | RMF Best Practices | Generative AI Best Practices | AI Red Teaming |
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New initiative. Should be very interesting. More to come ... The AI Safety Institute Consortium will help develop tools to measure and improve AI safety and trustworthiness
| Paper/Repository | Description |
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| U.S. ARTIFICIAL INTELLIGENCE SAFETY INSTITUTE | |
| AISIC Call for participation | |
NIST RMF Related stuff
| Paper/Repository | Description |
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| Taxonomy | |
| NIST Trustworthy and Responsible AI NIST AI 100-2e2023 | Very important document on "Adversarial Machine Learning A Taxonomy and Terminology of Attacks and Mitigations" Without understanding the taxonomy, the rest of the docs might not make sense |
| RMF Docs | |
| AI RISK MANAGEMENT FRAMEWORK | Top Page |
| Artificial Intelligence Risk Management Framework (AI RMF 1.0) | |
| NIST AI RMF Playbook | |
| AI RMF 1.0 Explainer Video | |
| AI RMF 1.0 Crosswalk | |
| AI RMF Perspectives | |
| AI RMF Development | Timelines, comments to workshops et al |
| Public Working Groups | |
| NIST AI Public Working Groups | AFAIK, we are waiting for the output from these groups. There were 4 wgs viz. Governance, Content Provenance, Pre-deployment Testing & Incident Disclosure I participated (kibitz might be more apt) in the Content Provenance, Pre-deployment Testing (a.k.a. AI Red Teaming) wgs. Lots of interesting discussions and excellent links ! |
NIST RMF Best Practices from other sources
| Paper/Repository | Description |
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| IBM’s Approach to Implementing the NIST AI RMF | IBM used a three-phase approach to analyzing the framework to confirm the alignment of IBM’s own internal risk management standards, policies, and practice guidance with the framework. |
Generative AI specific Best Practices from other sources
| Paper/Repository | Description |
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I have the AI Red Teaming Repository to capture this domain