Which AI Security Framework is right for you? As AI is gaining momentum, we are starting to see quite a few frameworks appearing but the question is, which one should you start with and can AI help you decide! Caleb and Ashish tackle this challenge head-on, comparing three major AI security frameworks: Databricks, NIST, and OWASP Top 10. They break down the key components of each framework, discuss practical implementation strategies, and provide actionable insights for CISOs and security leaders. They may have had some help along the way.
Questions asked:
(00:00) Introduction
(02:54) Databricks AI Security Framework (DASF)
(06: 38) Top 3 things from DASF by Claude 3
(07:32) Top 3 things from DASF by ChatGPT
(08:46) DASF Use Case Scenario
(11:01) Thoughts on DASF
(13:18) OWASP Top 10 for LLM Models
(20:12) Google's Secure AI Framework (SAIF)
(21:31) NIST AI Risk Management Framework
(25:18) Claude 3 summarises NIST RMF for 5 year old
(28:00) ChatGPT compares NIST RMF and NIST CSF
(28:48) How do the frameworks compare?
(36:46) Summary of all the frameworks
Resources from this episode:
Databricks AI Security Framework (DASF)
OWASP Top 10 for LLM
NIST AI Risk Management Framework
Google Secure AI Framework
