SEC536: Adversarial AI - Penetration Testing AI Systems


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Explore upcoming SANS events across the Asia Pacific region and build practical cybersecurity skills with hands-on training led by world-renowned instructors.
Join SANS Japan November 2026—where cybersecurity experts share real-world strategies, hands-on training, and cutting-edge insights. Stay ahead of evolving threats and strengthen your skills with global leaders in the field.
Join SANS November Singapore 2026 for hands-on cybersecurity training led by global experts. Build practical skills, stay ahead of evolving threats, and connect with the region’s top cyber talent in Asia’s premier tech and innovation hub.
Join SANS Canberra November 2026 for hands-on cybersecurity training led by top industry experts. Build mission-ready skills, stay ahead of cyber threats, and train in Australia’s cybersecurity capital.
SANS Cloud Security South Asia 2026 delivers live, expert-led cybersecurity training with hands-on labs, real-world cloud security skills, and GIAC-aligned courses—accessible online for professionals across the region.
Be part of SANS Tokyo Winter 2026 for hands-on cybersecurity training led by industry experts and focused on real-world impact. Grow your in-demand skills, achieve globally recognized certifications, and network with professionals in a world-class tech hub.
Stay ahead of evolving threats at SANS Tokyo January 2027 with immersive training, cutting-edge techniques, and guidance from top cyber experts.
Join SANS Secure Singapore 2027 for world-class, hands-on cybersecurity training. Enhance your technical expertise, tackle today's evolving cyber threats, and connect with security professionals from across Asia in one of the region's leading technology hubs.
SANS Secure Japan 2027 for hands-on cybersecurity training led by top experts. Sharpen your skills and connect with Japan’s cyber community in a city renowned for cutting-edge technology, innovation, and rich cultural heritage.
Join SANS Secure South Asia 2027 for expert-led, hands-on cybersecurity training. Develop practical skills, learn the latest defensive techniques, and connect with cybersecurity professionals from across the South Asian region.
From hot topics to hands-on tips, SANS Community Nights bring learning and connection to cyber pros across Asia Pacific. Find the latest events and join us for a great night of learning.

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.





Explore SANS training in Asia Pacific either in person or online. Learn from industry experts and build mission-critical skills.

GDPR taught compliance teams what a single-market regulation costs to implement, and what it doesn't. The EU AI Act runs on a different model: four risk tiers instead of one compliance build, and a rollout now stretching to August 2028 after regulators pushed the high-risk rules back once. A SANS discussion paper maps four real similarities and four real differences between the two regulations, paired with a survey on how organizations are preparing.

Heather Barnhart has spent more than 20 years investigating what happened after a digital incident. As a SANS digital forensics expert, she knows how much can hinge on a conversation at home before anything goes wrong. This October, she’s helping families prepare for AI scams with the Secure the Family Protocol: four practical steps, one to take each week.

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 moreCloud security encompasses technologies, policies, and controls that protect data, applications, and infrastructure in cloud environments. SANS provides hands-on cloud security training, courses, and certifications that will give you the knowledge to safeguard sensitive information in cloud environments that is crucial for preventing cyber threats, ensuring compliance, and maintaining business continuity.
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 moreResilient cybersecurity leadership is critical for protecting digital assets, managing cyber risks, and aligning security with business goals. Informed leaders bridge the gap between technical teams and executives, drive security strategies, ensure regulatory compliance, manage effective incident response, and foster a security-first culture.
Learn moreIndustrial Control Systems (ICS) and Operational Technology (OT) are increasingly targeted by cyber threats, putting businesses, governments, and national infrastructure at risk. Specialized ICS/OT security training is vital to securing operations across all industries and defending the systems that make, move, and power the world. SANS ICS/OT cybersecurity courses also help professionals build job-ready expertise while preparing for industry-recognized GIAC certifications that validate their ability to secure and defend industrial environments.
Learn moreCloud security analysts are responsible for securing environments, detecting threats, locking down identity, and responding to breach.


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.
