The Unofficial HackTheBox Certified Offensive AI Expert Study Notes + FREE Roadmap

HTB COAE is one of the most serious certification paths currently available for anyone who wants to move beyond surface-level AI security awareness and into actual offensive assessment capability. It forces the learner to understand not only how AI systems fail, but why they fail at a mathematical, architectural, and operational level.

Authored and reviewed by certified professionals with firsthand experience preparing for and earning the certification.

Who Is It For

HTB COAE is for practitioners who already have enough technical maturity to handle difficult material without needing every concept simplified into beginner language.

Example include penetration testers and red teamers extending their skills into AI and machine-learning attack surfaces, security engineers and architects responsible for AI-integrated systems, AI and ML engineers who want to understand offensive risk, security researchers working in adversarial machine learning, and security leaders who need a substantive understanding of AI risk.

Table of Contents:

- HTB COAE Overview

- Artificial Intelligence, Machine Learning, and Deep Learning

- Applications of AI in InfoSec

- Introduction to Red Teaming

- Prompt Injection

- LLM Output Attacks

- AI Data Attacks

- Attacking AI - Application and System Components

- AI Evasion

- AI Defense

- AI Privacy

Page Count: 779

Format: PDF

Usage Notes:

• Use this companion PDF along with the attached roadmap
• The roadmap is in the compressed ZIP archive. Unzip it and open it using your browser.

Disclaimer: Unofficial Study Material

This study guide is an unofficial, independently written resource created solely for educational purposes. It is based on personal exam experience and publicly available information. This product is not affiliated with, endorsed by, or authorized by The certification body, or any of their partners. It does not contain any copyrighted material, proprietary courseware, or confidential exam content.All trademarks, logos, and brand names are the property of their respective owners. By purchasing or downloading this material, you agree not to hold the author or this store liable for any outcomes related to exam performance.

For official training material, please visit the certification body’s website.

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