Скачать или смотреть Cloud Security with AI: Natural Language Analysis of AWS IAM

In this video, we’re going to analyze AWS IAM permissions using natural language and AI. Instead of manually searching through AWS IAM policies, we’ll see how we can simply ask questions in plain English and get instant answers—powered by LLM.

Chapters:
00:18 The Problem – AWS IAM Permission Management is Complex
01:20 Using Natural Language to analyze AWS Permissions
02:27 Extracting IAM Permissions
04:57 Create AWS OpenSearch Database
06:21 Load and confirm data
08:27 Prompt 1 - Find Roles with Admin access
10:01 Prompt 2 - Find Roles with IAM Pass Role access
11:02 Prompt 3 - Find Roles with Cross-account access
12:49 Prompt 4 - Find Roles with * (star) access
14:01 From Demo to Production: Scaling to an IAM Chatbot

Cloud Security Masterclass articles: medium.com/cloud-security-masterclass