

null Bangalore Workshop: Hands-on AI Security
Part 1 – Intro + Setup (1 hr) Quick intro to LLMs, what they are. Show how to deploy a small model on Colab. Interact with it using LangChain (basic example).
Part 2 – OWASP LLM Top 10 (3 hrs) Short explanation with a hands on demo for each category
Part 3 – Guardrails (1 hr) Show how guardrails work on the inside and how it impacts model answers. Followed by a demo of the same.
Part 4 – RAG (1 hr) Quick overview of RAG, vector DBs and RAG pentesting.
Part 5 – Agents + Security (1 hr) How to build an agent. Agentic AI security issues.
Q&A
Requirements: 16 Gigs of RAM
Beginner level coding experience
VS Code + Python configured locally on windows
Sign up here for workshop pre-reqs: Google Colab account : https://colab.research.google.com/
NVIDIA API key: https://build.nvidia.com/
PortSwigger account : https://portswigger.net/web-security
Crucible Labs account : https://platform.dreadnode.io/
What not to bring? Work laptops with too many restrictions