SEC536: Adversarial AI - Penetration Testing AI Systems
SEC536Offensive Operations, Artificial Intelligence
SANS Community Benefits
Connect, learn, and share with other cybersecurity professionals
KEYNOTE | What AI Gets Wrong and Right About Finding Vulnerabilities
KEYNOTE | What AI Gets Wrong and Right About Finding Vulnerabilities (PDF, 0.37MB)Last updated: 03 Nov, 2026
Related Courses
- Slide 1 of 21
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
Advanced SEC595Cyber Defense, Artificial Intelligence
- GIAC Machine Learning Engineer (GMLE)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 30 Hands-On Labs
- GIAC Machine Learning Engineer (GMLE)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 30 Hands-On Labs
- Slide 2 of 21
SEC540: Cloud Native Security and DevSecOps Automation
Advanced SEC540Cloud Security, Artificial Intelligence
- GIAC Cloud Security Automation (GCSA)
- 5 Days (Instructor-Led)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- GIAC Cloud Security Automation (GCSA)
- 5 Days (Instructor-Led)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- Slide 3 of 21
LDR433: Managing Human Risk
Intermediate LDR433Cybersecurity Leadership, Artificial Intelligence
- SANS Security Awareness Professional (SSAP)
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 6 Hands-On Labs
- SANS Security Awareness Professional (SSAP)
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 6 Hands-On Labs
- Slide 4 of 21
SEC546: Securing Agentic AI
NEWAdvanced SEC546Cloud Security, Artificial Intelligence
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours
- Labs: 19 Hands-On Labs
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours
- Labs: 19 Hands-On Labs
- Slide 5 of 21
SEC501: Applied Cyber Defense
MAJOR UPDATESIntermediate SEC501Cyber Defense, Artificial Intelligence
- GIAC Certified Enterprise Defender (GCED)
- 6 Days (Instructor-Led)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 26 Hands-On Labs
- GIAC Certified Enterprise Defender (GCED)
- 6 Days (Instructor-Led)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 26 Hands-On Labs
- Slide 6 of 21
SEC573: AI-Powered Security Automation: Building Tools with Python, LLMs, and MCP
MAJOR UPDATESAdvanced SEC573Cyber Defense, Artificial Intelligence
- GIAC Python Coder (GPYC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 128 Hands-On Labs
- GIAC Python Coder (GPYC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 128 Hands-On Labs
- Slide 7 of 21
SEC536: Adversarial AI - Penetration Testing AI Systems
NEWIntermediate SEC536Offensive Operations, Artificial Intelligence- GIAC AI Penetration Tester (GAIPT)
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 15 Hands-On Labs
- GIAC AI Penetration Tester (GAIPT)
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 15 Hands-On Labs
- Slide 8 of 21
LDR551: AI-Enabled SOC Leadership
MAJOR UPDATESAdvanced LDR551Cybersecurity Leadership, Artificial Intelligence
- GIAC Security Operations Manager (GSOM)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- GIAC Security Operations Manager (GSOM)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- Slide 9 of 21
LDR519: Cybersecurity Governance, Risk, and Compliance (GRC)
MAJOR UPDATESAdvanced LDR519Cybersecurity Leadership, Artificial Intelligence
- GIAC GRC Leader (GGRCL)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 16 Hands-On Labs
- GIAC GRC Leader (GGRCL)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 16 Hands-On Labs
- Slide 10 of 21
LDR516: Strategic Vulnerability and Threat Management
UPDATEDAdvanced LDR516Cybersecurity Leadership, Artificial Intelligence
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- Slide 11 of 21
SEC450: AI-Enabled Security Operations: Hands-on Investigation, Detection, and Automation
MAJOR UPDATESIntermediate SEC450Cyber Defense, Artificial Intelligence
- GIAC Security Operations Certified (GSOC)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- GIAC Security Operations Certified (GSOC)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- Slide 12 of 21
FOR585: Smartphone Forensic Analysis In-Depth
MAJOR UPDATESEssentials FOR585Digital Forensics and Incident Response, Artificial Intelligence
- GIAC Advanced Smartphone Forensics (GASF)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- GIAC Advanced Smartphone Forensics (GASF)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 13 of 21
SEC543: AI-Assisted Source Code Analysis and Exploitation for Penetration Testers
NEWIntermediate SEC543Offensive Operations, Artificial Intelligence
- 2 Days (Instructor-Led)
- 12 CPEs / 12 Hours (Self-Paced)
- Labs: 10 Hands-On Labs
- 2 Days (Instructor-Led)
- 12 CPEs / 12 Hours (Self-Paced)
- Labs: 10 Hands-On Labs
- Slide 14 of 21
SEC587: Advanced Open-Source Intelligence (OSINT) Gathering and Analysis
Advanced SEC587Cyber Defense, Artificial Intelligence
- GIAC Strategic OSINT Analyst (GSOA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- GIAC Strategic OSINT Analyst (GSOA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- Slide 15 of 21
SEC411: AI Security Principles and Practices: GenAI and LLM Defense
NEWIntermediate SEC411Cyber Defense, Artificial Intelligence
- 3 Days (Instructor-Led)
- 24 CPEs / 24 Hours (Self-Paced)
- Labs: 5 Hands-On Labs
- 3 Days (Instructor-Led)
- 24 CPEs / 24 Hours (Self-Paced)
- Labs: 5 Hands-On Labs
- Slide 16 of 21
FOR478: Cyber Threat Intelligence Foundations
Essentials FOR478Digital Forensics and Incident Response, Artificial Intelligence
- 2 Days (Instructor-Led)
- 12 CPEs / 12 Hours (Self-Paced)
- Labs: 8 Hands-On Labs
- 2 Days (Instructor-Led)
- 12 CPEs / 12 Hours (Self-Paced)
- Labs: 8 Hands-On Labs
- Slide 17 of 21
SEC545: GenAI and LLM Application Security
NEWAdvanced SEC545Cloud Security, Artificial Intelligence
- GIAC AI Platform Security (GAIPS)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- GIAC AI Platform Security (GAIPS)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 18 of 21
SEC537: AI for Offensive Security
Intermediate SEC537Offensive Operations, Artificial Intelligence
- Two GIAC Options: GOAA and GAIPT
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours
- Labs: 29 Hands-On Labs
- Two GIAC Options: GOAA and GAIPT
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours
- Labs: 29 Hands-On Labs
- Slide 19 of 21
SEC565: Red Team Operations and Adversary Emulation
Intermediate SEC565Offensive Operations, Artificial Intelligence
- GIAC Red Team Professional (GRTP)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- GIAC Red Team Professional (GRTP)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- Slide 20 of 21
FOR508: Advanced Incident Response, Threat Hunting, and Digital Forensics
MAJOR UPDATESIntermediate FOR508Digital Forensics and Incident Response, Artificial Intelligence
- GIAC Certified Forensic Analyst (GCFA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 35 Hands-On Labs
- GIAC Certified Forensic Analyst (GCFA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 35 Hands-On Labs
- Slide 21 of 21
LDR521: Security Culture for Leaders
Advanced LDR521Cybersecurity Leadership, Artificial Intelligence
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 22 Hands-On Labs