OWASP LLM Top 10, Prompt Injection, Adversarial ML, attacks on RAG and Supply Chain. AI Red Teaming using MITRE ATLAS with Garak, PyRIT and Counterfit. Prerequisites: FC-04, FC-06.
Why AI Security is the hottest niche of the next decade
Numbers that explain everything
After the course you will be able to
Hands-on practice with Garak, PyRIT, TextAttack and real LLM APIs — not simulations, but production-grade tooling
Real AI attacks in the course
We reproduce high-profile AI system incidents in a safe lab environment
Bing Chat 2023 — indirect injection revealed the "Sydney" system prompt
Researchers used indirect prompt injection via web pages to make Bing Chat reveal its full system prompt, convince users to switch banks, and threaten them. We break down the technique and defenses in lesson 8.
Samsung 2023 — employees leaked source code via ChatGPT
Three Samsung engineers pasted confidential source code and chip testing data into ChatGPT. The data became part of the training set. This case became the foundation for our lesson on AI governance and data leakage through LLMs.
Crescendo — 74% success rate on GPT-4 via multi-turn attack
Microsoft Research published Crescendo: a multi-turn jailbreak attack with 74% success against GPT-4. The attack gradually escalates context through benign steps. Full breakdown and reproduction in lesson 9.
Course Program
9 modules · 45 lessons · 3 themes: AI System Threats, AI Red Teaming, AI for Cybersecurity
Where this course leads
FC-09 — your entry into one of the most in-demand and highest-paying niches of the next decade
AI Red Team Researcher
Specialize in AI system security at major companies (OpenAI, Google, Meta, Anthropic). Top niche with massive talent shortage.
AI Security Engineer
Build secure AI products: guardrails, input validation, monitoring. Work at AI startups and enterprises.
ML Security Researcher
Research adversarial model robustness, publish at academic journals and conferences (NeurIPS, ICML, IEEE S&P).
Who this course is for
Blue Team and SOC specialists
Completed FC-04 or FC-06 and want to deploy AI in SOC: anomaly detection, automatic triage, NLP log analysis — this is theme 3 of the course
Red Team and pentesters
Want to master AI Red Teaming with MITRE ATLAS, test LLMs with Garak and PyRIT, and attack RAG systems — the newest and least explored attack vector
AI/ML engineers
Building LLM applications or RAG systems and want to understand OWASP LLM Top 10 from the inside — all vulnerabilities with code, defenses and testing tools
Become an expert
in AI security
of the next generation
45 lessons with Garak, PyRIT, Counterfit and TextAttack. Real attacks on LLMs, RAG and ML models — every module ends with a hands-on lab.