AI for Cybersecurity

This 1-year access course offers a practical and visual introduction to how Artificial Intelligence is transforming modern cybersecurity. Participants will explore how AI systems work, from the AI stack, local models, agents, and MCP servers to their real-world applications in SOC operations, threat detection, DFIR, Red Teaming, and security automation.

Through practical demonstrations and hands-on labs, you will understand with open-source AI technologies, local models, Ollama, AI-powered security projects, and real-world security use cases. The course also explores the offensive side of AI, including AI-assisted attacks, phishing, deepfakes, prompt injection, data exfiltration, MCP attack surfaces, and the OWASP Top 10 for LLM applications.

By the end of the course, you will understand how AI can strengthen security operations while also learn new vulnerabilities and attack surfaces. This course is ideal for cybersecurity professionals, SOC analysts, Red and Blue Team practitioners, developers, and anyone looking to understand the impact of AI on the future of cybersecurity.

Course curriculum

    1. Introduction to AI for Cybersecurity

    2. What changed from our last Training

    3. AI is the next great technological transformation

    4. The AI Stack

    5. The key components every model needs

    6. Anatomy of an AI Agent

    7. Using an MCP Server Part I

    8. Using an MCP Server Part II

    9. AI architecture in a modern SOC

    10. The AI Market today

    1. Open Source AI for security teams

    2. Running local AI Models

    3. Working with Ollama

    4. Building your first project

    5. Core detections use cases

    6. How adversaries weaponize AI

    7. AI phishing, deepfakes and impersonation

    8. AI-powered phishing simulation platform for security awareness training

    9. IRIS-DFIR Platform built and powered by AI

    1. AI for Red Teaming

    2. MCP and the expansion of the attack surface

    3. OWASP Top 10 for LLM applications

    4. Prompt Injection Bearer exfiltration

    5. Prompt Injection Bearer exfiltration Demo

    6. Prompt Injection Lab Part I

    7. Prompt Injection Lab Part II

    8. Pentestcode Lab

    9. AI assisted code and its vulnerabilities

    10. AI governance

    11. Future trends

    1. Slides

    2. Student Guide

    3. Links from the training

About this course

  • 33 lessons
  • 8 hours of video content

Pricing options

Choose the access level that aligns with your long term goals.

Reviews

5 star rating

The Master and the AI machine

Jules Winnfield

As a Cyber security student this course kicked my learning experience up a few gears. Thank you for your knowledge and your guidance.

As a Cyber security student this course kicked my learning experience up a few gears. Thank you for your knowledge and your guidance.

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