COURSE

Intro to AI for Red Teams

Course

AI systems introduce a new class of security challenges that traditional tools aren't designed to detect. In this AI Red Team course, you'll take an attacker’s perspective to explore how large language models (LLMs) can be manipulated through natural language and where AI security defenses can break down.

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2

H

M
Time

Beginner

i
Designed for learners who have no prior work experience in IT or Cybersecurity, but are interested in starting a career in this exciting field.
Designed for learners with prior cybersecurity work experience who are interested in advancing their career or expanding their skillset.
Designed for learners with a solid grasp of foundational IT and cybersecurity concepts who are interested in pursuing an entry-level security role.
Experience Level

107

Enrollees

920

XP

2

i

Earn qualifying credits for certification renewal with completion certificates provided for submission.
CEU's

Learners at 96% of Fortune 1000 companies trust Cybrary

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Skills you'll gain

Course Outline

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Course Description

In Intro to AI for Red Teams, you'll practice foundational techniques such as prompt injection and system prompt extraction, use Garak to automatically identify vulnerabilities, and explore advanced techniques designed to bypass model safety training and guardrail classifiers. Attacks are mapped to the OWASP LLM Top 10 and MITRE ATLAS frameworks, giving you a practical way to understand and categorize AI-specific threats.

By the end of the course, you'll be able to execute key LLM attack techniques, interpret vulnerability scan results, and turn your findings into actionable security recommendations for security teams and leaders.

Start learning today.

Train Your Team

Cybrary’s expert-led cybersecurity courses help your team remediate skill gaps and get up-to-date on certifications. Utilize Cybrary to stay ahead of emerging threats and provide team members with clarity on how to learn, grow, and advance their careers within your organization.

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Included in a Path

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Instructors

Clint Kehr
Ethical Hacker
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Frequently Asked Questions

Who is this course for?

This course is designed for Security practitioners who are new to AI security, including SOC analysts, security engineers, penetration testers, AppSec practitioners, and security managers who need a working understanding of how LLM attacks operate without requiring a background in machine learning or AI development.

Why should I complete this course?

Intro to AI for Red Teams gives you a practical foundation for understanding how AI can be used in offensive security, helping you recognize emerging threats and adapt your red team skills to AI-powered environments. Whether you're an experienced security professional or just beginning to explore AI security, this course will help you build the knowledge you need to approach AI systems with an attacker’s mindset and stay ahead of an evolving threat landscape.

What skills does this course develop?

By the end of this course, learners will be able to:

  • Explain why LLM applications require a dedicated security testing methodology distinct from traditional penetration testing, and articulate the business case to a non-technical executive using real incident examples
  • Execute prompt injection and system prompt extraction attacks against an unprotected model and map each finding to its OWASP LLM Top 10 category and MITRE ATLAS technique
  • Read a Garak vulnerability report, interpret the DEFCON rating and probe pass rates, and explain how training philosophy rather than parameter count drives the difference between a 44.9% injection success rate on mistral:7b and a 0% success rate on a purpose-built injection-hardened model under identical probe conditions
  • Explain how adversarial poetry achieves a 62% attack success rate against safety-trained models by exploiting the surface-feature limitations of both model refusal training and input-layer classifiers, drawing on the November 2025 DexAI research
  • Identify Crescendo multi-turn escalation in a conversation log, explain why stateless input classifiers cannot detect it, and name the architectural control layer required to catch it
  • Write a red team finding that maps an attack to its framework categories, states the layer where it lands and where it should be caught, names a recommended control, and provides a feasibility note suitable for a security leadership audience.
Learn

Learn core concepts and get hands-on with key skills.

Practice

Exercise your problem-solving and creative thinking skills with security-centric puzzles

Prove

Assess your knowledge and skills to identify areas for improvement and measure your growth

Get Hands-on Learning

Put your skills to the test in virtual labs, challenges, and simulated environments.

Measure Your Progress

Track your skills development from lesson to lesson using the Cybrary Skills Tracker.

Connect with the Community

Connect with peers and mentors through our supportive community of cybersecurity professionals.

Success from Our Learners

"Cybrary really helped me get up to speed and acquire a baseline level of technical knowledge. It offers a far more comprehensive approach than just learning from a book. It actually shows you how to apply cybersecurity processes in a hands-on way"

Don Gates

Principal Systems Engineer/SAIC

"Cybrary’s SOC Analyst career path was the difference maker, and was instrumental in me landing my new job. I was able to show the employer that I had the right knowledge and the hands-on skills to execute the role."

Cory

Cybersecurity analyst/

"I was able to earn my CISSP certification within 60 days of signing up for Cybrary Insider Pro and got hired as a Security Analyst conducting security assessments and penetration testing within 120 days. This certainly wouldn’t have been possible without the support of the Cybrary mentor community."

Mike

Security Engineer and Pentester/

"Cybrary really helped me get up to speed and acquire a baseline level of technical knowledge. It offers a far more comprehensive approach than just learning from a book. It actually shows you how to apply cybersecurity processes in a hands-on way"

Don Gates

Principal Systems Engineer/SAIC

"Cybrary’s SOC Analyst career path was the difference maker, and was instrumental in me landing my new job. I was able to show the employer that I had the right knowledge and the hands-on skills to execute the role."

Cory

Cybersecurity analyst/

"I was able to earn my CISSP certification within 60 days of signing up for Cybrary Insider Pro and got hired as a Security Analyst conducting security assessments and penetration testing within 120 days. This certainly wouldn’t have been possible without the support of the Cybrary mentor community."

Mike

Security Engineer and Pentester/

"Becoming a Cybrary Insider Pro was a total game changer. Cybrary was instrumental in helping me break into cybersecurity, despite having no prior IT experience or security-related degree. Their career paths gave me clear direction, the instructors had real-world experience, and the virtual labs let me gain hands-on skills I could confidently put on my resume and speak to in interviews."

Cassandra

Information Security Analyst/Cisco Systems

"I was able to earn both my Security+ and CySA+ in two months. I give all the credit to Cybrary. I’m also proud to announce I recently accepted a job as a Cyber Systems Engineer at BDO... I always try to debunk the idea that you can't get a job without experience or a degree."

Casey

Cyber Systems Engineer/BDO

"Cybrary has helped me improve my hands-on skills and pass my toughest certification exams, enabling me to achieve 13 advanced certifications and successfully launch my own business. I love the practice tests for certification exams, especially, and appreciate the wide-ranging training options that let me find the best fit for my goals"

Angel

Founder,/ IntellChromatics.

Begin Cybrary's Intro to AI for Red Teams Online Today.

Ready to bring your red teaming skills into the AI era? Start Intro to AI for Red Teams today and build the skills to identify, test, and understand emerging AI security risks.

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https://app.cybrary.it/browse/course/intro-to-ai-for-red-teams
courses

Intro to AI for Red Teams

AI systems introduce a new class of security challenges that traditional tools aren't designed to detect. In this AI Red Team course, you'll take an attacker’s perspective to explore how large language models (LLMs) can be manipulated through natural language and where AI security defenses can break down.

Share
Start CourseSubscribe for UpdatesNeed to train your team? Learn more
Start Course for FreeNeed to train your team? Learn more
2
H 
M
Time
Beginner
difficulty
2
ceu/cpe

Course Content

Course Description

In Intro to AI for Red Teams, you'll practice foundational techniques such as prompt injection and system prompt extraction, use Garak to automatically identify vulnerabilities, and explore advanced techniques designed to bypass model safety training and guardrail classifiers. Attacks are mapped to the OWASP LLM Top 10 and MITRE ATLAS frameworks, giving you a practical way to understand and categorize AI-specific threats.

By the end of the course, you'll be able to execute key LLM attack techniques, interpret vulnerability scan results, and turn your findings into actionable security recommendations for security teams and leaders.

Start learning today.

This course is part of a Career Path:
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Instructed by

Provider
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Certification Body
Certificate of Completion

Complete this entire course to earn a Intro to AI for Red Teams Certificate of Completion

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Start Path for FreeNeed to train your team? Learn More
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Share

Purpose Statement

Cybrary Career Paths are comprehensive training programs designed to prepare you for the most in-demand roles in the cybersecurity workforce. Each path follows a Learn, Practice, Prove model and includes different activity types aligned to key topics within the path’s security domain. As you progress through the path, your progress will be measured in real time using Experience Points (XP) that serve as a comprehensive capability score for each topic. Upon completing all of the requirements for a path, you will be rewarded with a shareable digital badge via Credly.
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Overview

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Frequently Asked Questions
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What Will I Learn?
Foundations
Focused on the core IT competencies that cybersecurity professionals need to succeed in any career path.
Defensive Security
Focused on trying to find the bad guys. Topics such as threat intelligence, threat hunting, network monitoring, incident response. Defensive security is a reactive measure taken once a vulnerability is found through prevention, detection, and response.
Engineering and Operations
Focused on building and operating information systems.
Governance, Risk, and Compliance
Focused on the core IT competencies that cybersecurity professionals need to succeed in any career path.
Leadership and Management
Focused on program design and oversight. Covers project and program management.
Offensive Security
Focused on validating security controls by trying to break them (i.e. penetration testing or ethical hacking). Topics such as Kali Linux, metasploit, scanning, and privilege escalation. Offensive security seeks out the problem or vulnerability through ethical hacking and finds a solution to disable the operation.
Offensive Security
Focused on the core IT competencies that cybersecurity professionals need to succeed in any career path.
Path Outline

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What Our Learners Are Saying

Join 3 million+ users, including 96% of Fortune 1000 companies who use our platform to upskill their teams. See what the buzz is about - start learning for free!

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