Courses · Self-paced on Udemy

AI Red Teaming Mastery

Learn LLM security, defense, and penetration testing. Build defensive models in Python, then test language models and agents in authorized labs.

Taught by Muzkkir Husseni · Basic Python recommended

A language model diagram showing input, output, and a separate check on tool access
Course outline

From Python models to AI red teaming

  1. Learn how models fail

    Set up Python and connect machine learning basics to risks in data, training, and model behavior.

  2. Build defensive models

    Work through spam filtering, malware classification, and anomaly detection.

  3. Test language models and agents

    Explore prompt injection, jailbreaks, data poisoning, and agent vulnerabilities with tools such as PyRIT and Garak.

  4. Build defenses and check them

    Try guardrails, content filters, and repeatable adversarial evaluations in Python.

Free material

See how I teach

Watch a walkthrough or open the course preview to get a feel for the pace.