Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Authorization Best Practices for Systems Using Large Language Models

Cloud Security Alliance via YouTube

Overview

Explore authorization best practices for systems utilizing Large Language Models in this 26-minute conference talk by the Cloud Security Alliance. Gain insights into the unique security considerations that arise with the integration of LLMs, including prompt injection attacks and vector database risks. Discover the components and design patterns involved in LLM-based systems, focusing on authorization implications specific to each element. Learn about best practices and patterns for various use cases, such as retrieval augmented generation (RAG) with vector databases, API calls to external systems, and SQL queries generated by LLMs. Delve into the fundamental concerns surrounding the development of agentic systems, equipping yourself with essential knowledge to build more robust and secure LLM-powered applications.

Syllabus

Authorization best practices for systems using Large Language Models

Taught by

Cloud Security Alliance

Reviews

Start your review of Authorization Best Practices for Systems Using Large Language Models

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.