Training
Featured CourseView All Courses

SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
View course detailsRegister
Get a Free Hour of SANS Training

Experience SANS training through course previews.

Learn More
Learning Paths
FeaturedView all Focus Areas
NEW - AI Security Training
Can't find what you are looking for?

Let us help.

Contact us
Free Resources

SANS Community Benefits

Connect, learn, and share with other cybersecurity professionals

Customer Case Studies

Discover how organizations and individual cyber practitioners use SANS training and GIAC certifications

AI Risk & Readiness

Explore expert-driven guidance, training, and tools to help defend against AI-powered threats and adopt AI securely

Join the SANS Community

Become a member for instant access to our free resources.

Sign Up
For Organizations

Public Sector

Mission-focused cybersecurity training for government, defense, and education

Partnerships

Explore industry-specific programming and customized training solutions

Sponsorship Opportunities

Sponsor a SANS event or research paper

Interested in developing a training plan to fit your organization’s needs?

We're here to help.

Contact Us
Group Purchasing
Group Purchasing

AI in Cybersecurity

SANS is helping shape the secure, AI-capable workforce the future demands. Our industry-defining training and role-specific resources help organizations advance AI education, strengthen talent pipelines, and secure innovation. Backed by global standards leadership and real-world expertise, we prepare professionals at every level to lead safely and confidently in the age of AI.

Explore AI Security Training
AI in Cybersecurity Training Digital Illustration
Jump to:

SANS AI Security Training August 2026

Join us for an unparalleled learning experience delivered by world-renowned cybersecurity instructors. SANS AI Security Training August 2026, benefit from real-time access to industry experts, immersive training sessions, and industry-leading hands-on labs - all from the comfort of your own environment.

Explore the Event
People In A Classroom Working on Laptops

Featured Resource: Created in Response to What We’re Hearing

The SANS AI Security Maturity Model™ eBook gives you and your team a clear, actionable roadmap for understanding where your organization stands on AI security and exactly what it takes to get to the next level. What's Covered:

  • Assess where you stand across Protect, Utilize, & Govern with an evidence-based scoring model
  • Progress to AI-native security with a 5-stage framework, defined controls, and actions at every level
  • Align with global standards (NIST AI RMF, EU AI Act, ISO 42001, and OWASP)
Download Now
AI Security Maturity Model

You Might Also Like

SANS Secure AI Blueprint

The three-track SANS model for protecting AI systems, putting AI to work in defense, and governing AI risk.

View Details

SANS AI Cybersecurity Careers Guide

Ten AI security roles with verified job listings, salary ranges, workforce and threat data, and the SANS courses and GIAC certifications that match the work.

View Details

2026 Cybersecurity Workforce Research Report by SANS | GIAC

What 947 global security professionals told us about the AI skills gap, regulatory hiring surge, and which roles are changing fastest.

View Details

SANS Critical AI Security Guidelines

Security controls for GenAI systems across access, model protection, inference, monitoring, and GRC, covering prompt injection through AI bill-of-materials tracking.

View Details

SANS Critical Advisory: BugBusters - AI Vulnerability Discovery Hype vs. Reality

What AI-driven vulnerability discovery tools actually deliver today, and where the marketing outpaces the engineering.

View Details

SANS AI Vulnerability Discovery and VulnOps: What to Do Next

Practical next steps for security teams sorting through AI-discovered vulnerabilities and rebuilding VulnOps workflows around them.

View Details

AI Security Training for Cybersecurity Practitioners

SANS AI security training prepares practitioners to understand, defend, and operationalize AI at every layer; from models and pipelines to investigations and alerts. Our courses address two core AI use cases:

AI-Focused: For Practitioners Securing AI Systems

AI-Focused courses are built entirely around AI security. They cover three core pillars: protecting AI systems, utilizing AI for offense and defense, and governing AI use and risk. Designed for specialized roles like AI Security Engineers, AI/ML Developers, and AI Governance Leads.

Explore Courses

AI Skills: For Practitioners Using a Tools

AI-Skills courses teach cybersecurity practitioners to use AI as a force multiplier within their existing roles. SOC analysts triage faster, investigators analyze evidence more efficiently, and threat hunters surface anomalies with greater precision. The focus is modernizing tradecraft, not securing AI itself.

Explore Courses

Featured AI Cybersecurity Courses:

Each course is built by real-world practitioners, grounded in modern attack and defense use cases, and designed to deliver hands-on, job-relevant outcomes.

  • Slide 1 of 9

    SEC543: AI-Assisted Source Code Analysis and Exploitation for Penetration Testers

    BETA
    AI-FOCUSED
    Intermediate
    SEC543Offensive Operations
    SEC543: AI-Assisted Source Code Analysis and Exploitation for Penetration Testers
    • 2 Days (Instructor-Led)
    • 12 CPEs / 12 Hours (Self-Paced)
    • Labs: 10 Hands-On Labs

    View course detailsRegister
  • Slide 2 of 9

    SEC573: AI-Powered Security Automation: Building Tools with Python, LLMs, and MCP

    MAJOR UPDATES
    AI-FOCUSED
    Advanced
    SEC573Cyber Defense, Artificial Intelligence
    SEC573: Automating Information Security with Python
    • GIAC Python Coder (GPYC)
    • 6 Days (Instructor-Led)
    • 36 CPEs / 36 Hours (Self-Paced)
    • Labs: 128 Hands-On Labs

    View course detailsRegister
  • Slide 3 of 9

    SEC545: GenAI and LLM Application Security

    NEW
    AI-FOCUSED
    Advanced
    SEC545Cloud Security, Artificial Intelligence
    SEC545: GenAI and LLM Application Security
    • GIAC AI Platform Security (GAIPS)
    • 5 Days (Instructor-Led)
    • 30 CPEs / 30 Hours (Self-Paced)
    • Labs: 20 Hands-On Labs

    View course detailsRegister
  • Slide 4 of 9

    SEC411: AI Security Principles and Practices: GenAI and LLM Defense

    NEW
    AI-FOCUSED
    Intermediate
    SEC411Cyber Defense, Artificial Intelligence
    SEC411
    • 18 CPEs / 18 Hours (Self-Paced)
    • Labs: 5 Hands-On Labs

    View course detailsRegister
  • Slide 5 of 9

    SEC495: Leveraging LLMs: Building & Securing RAG, Contextual RAG, and Agentic RAG

    AI-FOCUSED
    Essentials
    SEC495Cyber Defense, Artificial Intelligence
    SEC495: Leveraging LLMs: Building & Securing RAG, Contextual RAG, and Agentic RAG
    • 7 CPEs / 7 Hours (Self-Paced)

    View course detailsRegister
  • Slide 6 of 9

    SEC535: Offensive AI - Attack Tools and Techniques

    NEW
    AI-FOCUSED
    Intermediate
    SEC535Offensive Operations, Artificial Intelligence
    SEC535: Offensive AI - Attack Tools and Techniques
    • GIAC Offensive AI Analyst (GOAA)
    • 3 Days (Instructor-Led)
    • 18 CPEs / 18 Hours (Self-Paced)
    • Labs: 14 Hands-On Labs

    View course detailsRegister
  • Slide 7 of 9

    SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

    AI-FOCUSED
    Advanced
    SEC595Cyber Defense, Artificial Intelligence
    SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
    • GIAC Machine Learning Engineer (GMLE)
    • 6 Days (Instructor-Led)
    • 36 CPEs / 36 Hours (Self-Paced)
    • Labs: 30 Hands-On Labs

    View course detailsRegister
  • Slide 8 of 9

    SEC598: AI and Security Automation for Red, Blue, and Purple Teams

    AI-FOCUSED
    Intermediate
    SEC598Offensive Operations, Artificial Intelligence
    SEC598: AI and Security Automation for Red, Blue, and Purple Teams
    • GIAC AI Security Automation Engineer (GASAE)
    • 6 Days (Instructor-Led)
    • 36 CPEs / 36 Hours (Self-Paced)
    • Labs: 25 Hands-On Labs

    View course detailsRegister
  • Slide 9 of 9

    FOR563: Applied AI for Digital Forensics and Incident Response: Leveraging Local Large Language Models

    NEW
    AI-FOCUSED
    Intermediate
    FOR563Digital Forensics and Incident Response, Artificial Intelligence
    FOR509: Enterprise Cloud Forensics and Incident Response
    • 1 Day (Instructor-Led)
    • 6 CPEs / 6 Hours (Self-Paced)
    • Labs: 4 Hands-On Labs

    View course detailsRegister

Meet Your Experts

Rob Lee

Rob T. Lee

Chief AI Officer and Chief of Research at SANS Institute

Rob T. Lee is Chief AI Officer and Chief of Research at SANS Institute, where he leads research, mentors faculty, and helps cybersecurity teams and executive leaders prepare for AI and emerging threats.

Learn more
David Hoelzer

David Hoelzer

CEO at Enclave Forensics, Inc.

David Hoelzer has fundamentally advanced cybersecurity by pioneering the GIAC Security Expert (GSE) certification, leading AI-driven threat detection initiatives, and developing MAVIS, an open-source ML tool enhancing code review processes.

Learn more
Ahmed Abugharbia

Ahmed AbuGharbia

Solutions Specialist Engineer at Fortinet

Ahmed AbuGharbia, SANS Instructor and SEC545 author, helps practitioners secure generative AI systems by identifying risks, understanding model behavior, and applying practical security controls.

Learn more
Jess Garcia

Jess Garcia

Founder at One eSecurity

Jess Garcia is the founder and technical lead of One eSecurity, a global Information Security company specialized in Incident Response and Digital Forensics.

Learn more
Frank Kim

Frank Kim

Venture Advisor at YL Ventures

SANS Fellow Frank Kim helps to develop the next generation of CISOs and cyber leaders while teaching LDR512 and LDR514.

Learn more
Jason Ostrom

Jason Ostrom

Founder and Principal Consultant at Stora Information Security

Jason Ostrom has revolutionized cybersecurity by developing open-source tools like PurpleCloud and Automated Emulation, enabling scalable adversary emulation in cloud environments.

Learn more

Instant Access AI Security Insights

See How SANS Is Helping Define the Future of Secure AI

Want a clearer picture of where AI security is heading? This quick-read infographic highlights how SANS is shaping the frameworks, standards, and policies guiding AI adoption worldwide – from OWASP and the EU AI Act to the 3-track model in the Secure AI Blueprint.

View Infographic

Building the Capabilities Demanded by an AI-driven Future

AI is transforming cybersecurity roles faster than organizations can adapt. From incident response to governance, today’s defenders need new skills, and entirely new job functions are emerging. These roles demand fluency in AI-driven threats, secure system design, and policy leadership. Whether you're planning your own path or shaping a team, now is the time to understand what the future requires.

View AI Job Roles Poster

Where Does Your Organization Actually Stand on AI Security?

And what does it take to get where you need to be? This quick-read summarizes what's inside the SANS AI Security Maturity Model™ eBook, a practical, evidence-based framework built for security leaders and practitioners.

Read Summary