AI CyberSecurity Podcast

Exploring Top AI Security Frameworks

Jul 11, 2024

The podcast explores various AI security frameworks like Databricks, NIST, and OWASP Top 10, comparing their key components and practical implementation strategies. It discusses the challenges of selecting the right framework, AI risk management, and the importance of governance and collaboration. The episode also touches on using Chat GPT for document analysis, Google AI Studio, and the progression of AI proficiency.

44:49

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Quick takeaways

Establishing clear rules for AI safety like a school principal.

Assigning roles in AI teams for efficiency and orderliness.

Using AI models to extract key insights for security leaders.

Deep dives

Setting clear rules for working with AI

Setting clear rules akin to a school principal's role to ensure everyone follows guidelines in working with AI, promoting safety and avoid potential issues.

Direct Approach to Document Analysis

01:42

Prioritizing Initial Steps for AI Security Strategy

01:11

Intro

3min

Analysis of AI Security Frameworks

13min

Comparing Chat GPT and Cloud Services for Document Analysis

2min

Comparing Google AI Studio with Databricks AI Security Framework

2min

Exploring AI Integration of Conversation History and Security Framework Steps

2min

NIST AI Risk Management Framework Overview

6min

Comparing AI Security Frameworks: NIST CSF, AI Framework, and Databricks

15min

Journey of AI proficiency compared to learning to drive a car

2min

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.

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(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