How to use AI and LLMs for Offensive and Defensive Security

How to leverage AI and LLMs for both offensive and defensive Security

Your instructor is Martin Voelk. He is a Cyber Security veteran with 25 years of experience. Martin holds some of the highest certification incl. CISSP, OSCP, OSWP, Portswigger BSCP, CCIE, PCI ISA and PCIP. He works as a consultant for a big tech company and engages in Bug Bounty programs where he found thousands of critical and high vulnerabilities.

This course has a both theory and practical lab sections The videos are easy to follow along and replicate.

The course features the following:

AI/LLM Introduction

Models / UIs and local setup

Most common LLM Models

Privacy

RAG (Retrieval Augmented Generation)

Front Ends (Open WebUI, jan ai, lmstudio etc.)

Ollama

Huggingface

Prompting

Basics

Prompt Engineering

Zero-shot, few-shot, Chain of Thought

System Prompts

Make your own bots

Prompt leakage

Jailbreaking

Troubleshooting

API usage

Tools

Yolo

Fabric

LLM CLI

Burp AI Features

Explore Issue Feature

Explainer Feature

AI Login Sequence

Broken Access Control

Shadow Repeater

AI HTTP Analyzer

LM Report

Using AI/LLM for Offensive Security

Create Pentest bots and examples

Create Redteam bots and examples

HDI attack generation

C&C attack generation

Using AI/LLM for Defensive Security

Create Blue Team bots and examples

Incident Response bot

Tool support companion bots

Code analysis bots

Notes & Disclaimer

This course is for educational purposes only. This information is not to be used for malicious exploitation and must only be used on targets you have permission to attack.