SEC536: Adversarial AI - Penetration Testing AI Systems


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Contact UsWhether you’re a career changer or want to build expertise, the SANS New to Cyber learning path equips you with the foundational knowledge and hands-on skills needed to succeed in cybersecurity.

SANS New2Cyber offers world-class courses, certifications, and free resources to help you land a rewarding position in cybersecurity. No matter your interests, we'll help you get started.
New2Cyber? Everything You Need to Know To Start Your Cybersecurity Career.
With cyber threats rising and constantly evolving, the need for qualified cybersecurity practitioners is becoming even greater.
Cybersecurity opens the doors to lucrative job opportunities in various industries around the world, from government roles to healthcare, manufacturing, and beyond.
Unlock competitive salaries as the demand for highly-skilled cybersecurity professionals grows.
SANS training never fails to impress. Instructors who are in the trenches sharing current data, tools, and techniques, bring such value to these courses.


















AI agents are moving from the whiteboard to the SOC floor — and security teams are figuring out the rules as they go. In this webcast, SANS instructor Dave Shackleford and a Palo Alto Networks expert share fresh survey data from practitioners navigating the shift from static automation to autonomous AI operations. What threats are keeping defenders up at night?

AI can speed up investigations, but it can also lead analysts astray. Join John Hubbard to explore where AI helps, which SOC skills still matter, and how SEC450’s major update prepares analysts for AI-enabled detection, triage, and investigation.

SANS Fall Cyber Solutions Fest 2026: Emerging Technologies Track explores the cutting edge of security innovation as organizations race to secure increasingly complex digital ecosystems.

The SANS Fall Cyber Solutions Fest 2026: Identity Security and Zero Trust Track delivers a deep technical examination of identity as the modern attack surface.

The SANS Fall Cyber Solutions Fest 2026 SOC Track brings together frontline defenders, analysts, engineers, and SOC leaders to dissect the evolving threat landscape and the technologies reshaping modern security operations.

Most patching programs cover the obvious software. The real risk often sits outside that core set: user-installed apps, niche tools, legacy software, and unsupported packages that quietly remain across the environment. Join Action1 to explore how to uncover this hidden software exposure, understand the risk it creates, and decide what to patch, update, replace, or remove.

Now in its third year, this independent, vendor-neutral survey captures both a snapshot and a trendline—offering critical insights into what’s working, what’s lagging, and where the industry is heading. Join us as we break down the results and uncover how real-world teams are cutting through noise to focus on signals that matter.

Attend this session to learn how to think about the role of a modern security leader to succeed in today’s environment.

MITRE recently hosted the Critical Infrastructure Cybersecurity Tabletop Exercise (CICS TTX), bringing together approximately 200 participants from 70 organizations—including federal, state, and local governments, emergency managers, and industry representatives from pipelines, electricity, IT, communications, and rail—across five metropolitan areas.

Choosing a hybrid mesh firewall requires evidence that it can address your organization’s security and operational priorities. Join us to learn how to turn those priorities into testable requirements and use an evaluation checklist to guide selection, proof-of-concept testing, and implementation acceptance.

Join us for a fast paced survey of vendors and practitioners' take on what they're doing for SOC/SIEM/SOAR right now.

The Detection & Response Track at SANS Spring Cyber Solutions Fest 2027 convenes leading security architects, analysts, and technology partners to explore how modern operations teams are redefining threat visibility and defense at scale.

This track focuses on that next gap: moving from exposure discovery to measurable risk reduction. It brings together practitioners and technology providers addressing the questions teams face across the exposure management lifecycle: Which exposures matter most in your environment?

Explore the 2027 SANS Identity Threats & Defenses Survey with Rich Greene and industry experts. Discover trends in machine identity, detection, containment, and the defenses shaping the future of identity security.

Explore findings from the 2027 SANS Government Cybersecurity Survey and hear experts discuss how agencies are modernizing security across AI, cloud, Zero Trust, threat response, exposure management, and IT/OT to build greater cyber resilience.

Explore findings from the 2027 SANS CTI Survey and discover how AI and automation are reshaping threat intelligence. Hear experts discuss evolving tradecraft, human expertise, integration across security operations, and how CTI teams demonstrate impact.

The SANS 2027 Cyber Innovations Showcase will examine the technologies, startups, and emerging security categories that could define the next several years of cybersecurity

Led by survey author and SANS Instructor Matt Bromiley, this virtual event brings together industry experts to explore findings from the 2027 SANS Cyber Resilience Survey.

The 11th annual SANS SOC Survey looks at how security operations are being rebuilt to keep pace. This year's research digs into how SOC models are changing, how organizations are splitting work between in-house teams and outsourced partners, and how AI and automation are being woven into detection, investigation, and response.

The 2027 SANS Exposure Management Survey examines how organizations turn visibility into action. It explores how teams combine vulnerability data, asset context, threat intelligence, identity risk, cloud posture, business criticality, and attack-path analysis to decide what matters most and drive remediation.


Hands-on cybersecurity experiences bridge the gap between knowledge and action.

Cybersecurity has become essential in our interconnected world where virtually all aspects of modern life – banking, healthcare, communication, and business operations – depend on digital systems. With cyber threats becoming increasingly sophisticated and frequent, the need for robust protection has never been greater.
Cybersecurity offers a wide range of career paths for people with different strengths and weaknesses. You can work as a Security Analyst monitoring threats, a Penetration Tester simulating attacks, or a Digital Forensics expert investigating breaches. Roles also exist in cloud security, governance and risk, security operations, and more. No matter your background – technical or not – there's a place for you in cybersecurity.
Selecting the right SANS New2Cyber course depends on your current technical knowledge and career objectives:
Assess your current skill level and career goals to find the perfect starting point on your cybersecurity journey.
SANS provides numerous supplementary resources to enhance your cybersecurity learning experience:
Free Learning Resources:
Community Engagement:
These resources complement SANS courses, providing continuous learning opportunities and practical experience to strengthen your cybersecurity expertise. To explore more free resources, visit here.
Yes. SANS New2Cyber courses prepare you for globally recognized GIAC certifications that validate your cybersecurity knowledge and enhance your employability. Available certification paths include: