SEC536: Adversarial AI - Penetration Testing AI Systems


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Contact UsConfront emerging threats, secure your environment, and strengthen cyber resilience with SANS
Equip yourself or your team with comprehensive hands-on cybersecurity training. Explore 85+ courses covering technical skills, leadership, and real-world defense against evolving cyber threats.








Serious OnDemand training deserves serious tools. Enroll in an OnDemand course (24+ CPEs)and get your choice of a bonus, free: a 13" Luxor SideTrak dual monitor for on-the-go analysis, ora 49" Samsung Odyssey G9 ultrawide built for command-center-style multitasking.

Knowing the right answer and executing under pressure are two different things. GIAC Applied Knowledge certifications are built around that distinction. Every exam is 100% CyberLive, a live virtual machine environment where you complete real tasks with real tools. The result is a credential that reflects what you can actually do on the job, proof of real-world readiness that employers recognize. Save 25% on any GIAC Applied Knowledge certification with code GIACAK25 through August 1.

Summit: Aug 17-18 | San Francisco, CA & Live Online
This August, the SANS Cloud Security Exchange comes to the SANS Summit stage in San Francisco for the first time — featuring keynote sessions and discussions with leaders from Anthropic, AWS, Google, Microsoft, SANS, and more.
From agentic AI and Zero Trust to autonomous response and AI governance, these sessions will explore how defenders are securing modern cloud and AI environments.

As America marks 250 years, the infrastructure that has powered the nation since its founding faces its most sophisticated threats yet. Gain a clear picture of where ICS programs are most exposed and the practical steps to address it. SANS CEO James Lyne and Jason D. Christopher, SANS ICS Certified Instructor, cover the current threat landscape and where federal defenders should focus.

Whether you're getting started or advancing your skills, choose from world-class training, industry-recognized certifications, or explore with free course demos. Start building your path with SANS.
Learn your way, whether in person, live instruction delivered in an online format, or self-paced, on your own schedule, with cybersecurity courses from top industry experts.
Master the skills to earn GIAC certifications, the industry's most rigorous credentials, with expert exam preparation from SANS.
Preview 70+ SANS courses, assess course difficulty, watch expert instructors, and experience the SANS OnDemand training platform firsthand.
The real value of this training lies at the intersection of quality content and delivery by a subject-matter expert actively working in the field, making it incredibly relevant and immediately applicable to my job.
You cannot beat the quality of SANS classes and instructors. I came back to work and was able to implement my skills learned in class on day one. Invaluable.
SANS is the best information security training you’ll find anywhere. World-class instructors, hands-on instruction, actionable information you can really use, and NetWars.
Effective cybersecurity operations rely on layers of offensive testing, defensive architecture and monitoring, forensics and incident response, cloud security, and leadership. Advancing your capabilities in these focus areas is our mission because it furthers your ability to protect us all.
Artificial Intelligence (AI) Cyber Security Training and Resources Ensure professionals at every level are prepared to navigate the complexities of an AI-driven future, equipping them with critical understanding of AI-powered threats and the skills to leverage AI to enhance security operations.
Learn moreTraining in penetration testing, red teaming, purple teaming, and exploit development, provides the skills needed to simulate real-world attacks, evade defenses, and enhance security through adversary emulation and improving defense strategies.
Learn moreEffective Cyber Defense enables organizations to anticipate, withstand, and recover from cyber-attacks through proactive monitoring, threat detection, and incident response. It combines security operations, automation, and resilient architecture to reduce risk and minimize attack impact.
Learn moreOffensive AI is the moment the weapon learns to aim itself.




Governments around the world rely on SANS for best-in-class training, equipping local and international cybersecurity teams with the skills necessary to protect critical infrastructure and stay ahead of adversaries

Cybersecurity professionals of all skill levels train with SANS to learn from industry experts and gain hands-on, practical knowledge that can be applied immediately, effectively preparing them for real-world threats.

SANS Institute is GIAC’s preferred partner for exam preparation, offering focused curriculums that help individuals pass with confidence and validate their expertise in various cybersecurity domains.

Fortune 500 companies partner with SANS to recruit, build, and retain high-performing, outcome-driven teams through industry-leading training solutions that bolster cyber resilience.
Equip your team with cutting-edge cybersecurity skills, designed to address your organization’s most critical security needs.
Empower your leaders with strategies that drive better decision-making, stronger risk management, and improved cyber resilience.
Mitigate human risk and ensure compliance with advanced training that addresses evolving threats and security regulations.
Adapt to new SEC mandates with a 10-module training course designed to expand cyber literacy and help leaders facilitate an engaged, united cybersecurity culture.

Join the SANS Cyber Leaders Network, exclusively for senior security executives. Connect with experts and thought leaders, share ideas and lessons learned and help drive industry breakthroughs.

Gain exclusive access to free resources, tools, and expert content—news, training, podcasts, whitepapers, and more. Explore unique member benefits designed for cybersecurity professionals that you won’t find anywhere else.

When you join the SANS community, you gain access to free cybersecurity resources, including free training, 150+ instructor-developed tools, the latest industry updates, and more.
The SANS 2026 Government Forum, presented in partnership with Carahsoft, brings together federal, state, and local government cybersecurity professionals to explore the evolving threat landscape and the solutions shaping secure, mission-ready environments.

Fear not the kernel. This WinDbg workshop takes you below user mode to inspect filesystem minifilters, kernel structures, and security product telemetry, building the debugger confidence needed for advanced SEC665 research.

This fast-paced webcast will cover the core content required to pass the CISSP® exam.

This session delivers a practical roadmap for turning that mandate into a business advantage.

Learn how to engage and transform your organization into the biggest believers and supporters of cybersecurity by institutionalizing a strong security culture.

Join SANS ICS expert Dean Parsons for practical guidance on strengthening defenses, improving visibility, and maintaining operational integrity across industrial environments. This session will focus on real-world approaches to reducing risk while keeping safety and availability front and center.

In this Ask the Expert session, attendees will learn how organizations can reduce connectivity-related tickets, streamline security policy changes, and accelerate application delivery without compromising control or compliance.

Follow the trust, find the attack. Walk the Storm-0501 chain from on-prem AD to Entra ID, learn which sync accounts and federation anchors attackers abuse, and leave with KQL ideas and controls to disrupt hybrid identity compromise.

This session gives security practitioners a clear model of what quantum threatens, how to frame it for leadership, and which crypto-inventory and secrets-management steps matter most now.

In this session, Chris Cochran, Field CISO and VP of AI Security at SANS Institute, introduces the AI Security Maturity Model™ (Gulf Region Edition) — a practical, five-stage framework built specifically for regional cyber leaders navigating this shift.

Agentic AI doesn’t just answer, it acts. This session will give leaders and defenders a starting point to enable agents safely, combining policy, culture, and technical controls like gateways, guardrails, sandboxing, and runtime governance.

In this session, we dive into the first two pillars of the SANS Top 5 Critical ICS Controls: ICS Incident Response and Defensible Architecture.

MFA alone can’t stop token theft and AITM attacks. This session shows defenders how phishing-resistant authentication, Conditional Access, Continuous Access Evaluation, and token controls can strengthen identity defenses.

Join the 5th annual SANS Cloud Security Exchange—a one-of-a-kind virtual event where cloud and cybersecurity experts from SANS Institute, Amazon Web Services, Google Cloud, and Microsoft will come together to share thought leadership and technical insights.

SANS 2026 Cloud Security Exchange Summit Solutions Track delivers a focused look at the tools, architectures, and operational strategies driving secure and resilient cloud environments across AWS, Google Cloud, and Microsoft Azure.

AI has become both a subject of regulatory attention and a tool for threat actors, operators and regulators alike. A recovering electrical engineer will share his journey into telco cyber regulation, and his hits and misses with AI along the way.

This talk is about how to bootstrap almost anything, whether it’s a company, an open source project, a personal pursuit, a charity, a conference, or just about anything else.

This webcast explores why the traditional tool-first approach to security operations is failing resource-constrained teams and what modern detection and response programs must do instead.

This session focuses on AI coding guardrails: practical, developer-friendly controls that help teams adopt coding assistants with confidence while maintaining strong security, governance, and assurance.

In this webcast, SANS Senior Instructor Dave Shackleford will explore what an Agentic SOC looks like in practice using Google SecOps.
