orca.securityarticleOrca Security: NIST AI Risk Management Framework (AI RMF) Explained
Orca Security's explainer breaks down NIST AI RMF 1.0 into its Govern, Map, Measure, and Manage functions and trustworthy-AI characteristics, covering companion materials (Playbook, Crosswalks, Roadmap, Use Cases) and how organizations adopt it incrementally starting from an AI inventory. It contrasts AI RMF with the NIST Cybersecurity Framework and the EU AI Act, then closes with a vendor section on how Orca's AI-SPM, CSPM, DSPM, and CIEM capabilities map technical inventory and monitoring evidence to the framework's four functions.
TL;DR Explainer of NIST AI RMF's Govern/Map/Measure/Manage functions, paired with Orca's pitch for mapping AI-SPM findings to the framework.
Technologies named here
- NIST AI Risk Management Framework
- AI RMF Playbook
- AI RMF Crosswalks
- AI RMF Roadmap
- AI RMF Use Cases
- OWASP Top 10 for LLM Applications
- Orca Security AI-SPM
- Orca Security CSPM
- Orca Security DSPM
- Orca Security CIEM
- Orca SideScanning™
- Orca Sensor
- NIST Cybersecurity Framework
- ISO 27001
- SOC 2
- Orca Security
- NIST AI RMF
- EU AI Act
Techniques named here
- Prompt Injection
- Data exfiltration via adversarial prompts
- Model/data drift
- Bias testing
- Red teaming
- Adversarial testing
- Fairness testing
- Model theft / supply chain compromise
- Shadow AI discovery
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