SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
SEC595Cyber Defense, Artificial Intelligence
SANS Community Benefits
Connect, learn, and share with other cybersecurity professionals
Vulnerability Chaining in the Age of AI
Vulnerability Chaining in the Age of AI (PDF, 0.89MB)Last updated: 14 May, 2025
- Slide 1 of 23
AIS247: AI Security Essentials for Business Leaders
Essentials AIS247Cybersecurity Leadership
- 2 CPEs / 2 Hours (Self-Paced)
- Slide 2 of 23
SEC535: Offensive AI - Attack Tools and Techniques
newAI-FOCUSEDIntermediate SEC535Offensive Operations, Artificial Intelligence
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 14 Hands-On Labs
- Slide 3 of 23
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
AI-FOCUSEDAdvanced SEC595Cyber Defense, Artificial Intelligence- GIAC Machine Learning Engineer (GMLE)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 30 Hands-On Labs
- Slide 4 of 23
SEC275: Foundations: Computers, Technology, & Security
Beginner SEC275Cyber Defense
- GIAC Foundational Cybersecurity Technologies (GFACT)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 80 Hands-On Labs
- Slide 5 of 23
SEC503: Network Monitoring and Threat Detection In-Depth
Intermediate SEC503Cyber Defense
- GIAC Certified Intrusion Analyst (GCIA)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 37 Hands-On Labs
- Slide 6 of 23
LDR433: Managing Human Risk
Beginner LDR433Cybersecurity Leadership
- SANS Security Awareness Professional (SSAP)
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 7 Hands-On Labs
- Slide 7 of 23
SEC501: Advanced Security Essentials - Enterprise Defender
Intermediate SEC501Cyber Defense
- GIAC Certified Enterprise Defender (GCED)
- 6 Days (Instructor-Led)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 25 Hands-On Labs
- Slide 8 of 23
SEC402: Cybersecurity Writing: Hack the Reader
Essentials SEC402Cybersecurity Leadership
- 12 CPEs / 12 Hours (Self-Paced)
- Slide 9 of 23
LDR512: Security Leadership Essentials for Managers
Intermediate LDR512Cybersecurity Leadership
- GIAC Security Leadership (GSLC)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 10 of 23
SEC588: Cloud Penetration Testing
Major UpdatesIntermediate SEC588Offensive Operations
- GIAC Cloud Penetration Tester (GCPN)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 24 Hands-On Labs
- Slide 11 of 23
SEC573: Automating Information Security with Python
Advanced SEC573Cyber Defense
- GIAC Python Coder (GPYC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 128 Hands-On Labs
- Slide 12 of 23
SEC497: Practical Open-Source Intelligence (OSINT)
Intermediate SEC497Cyber Defense
- GIAC Open Source Intelligence (GOSI)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 29 Hands-On Labs
- Slide 13 of 23
LDR551: Building and Leading Security Operations Centers
Advanced LDR551Cybersecurity Leadership
- GIAC Security Operations Manager (GSOM)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 19 Hands-On Labs
- Slide 14 of 23
LDR519: Cybersecurity Risk Management and Compliance
newAdvanced LDR519Cybersecurity Leadership
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 16 Hands-On Labs
- Slide 15 of 23
LDR516: Strategic Vulnerability and Threat Management
Major UpdatesAdvanced LDR516Cybersecurity Leadership
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 24 Hands-On Labs
- Slide 16 of 23
SEC450: SOC Analyst Training – Applied Skills for Cyber Defense Operations
Major UpdatesIntermediate SEC450Cyber Defense
- GIAC Security Operations Certified (GSOC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 17 of 23
SEC401J: Security Essentials - Network, Endpoint, and Cloud (Japanese)
Essentials SEC401JCyber Defense
- GIAC Security Essentials (GSEC)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 18 of 23
SEC587: Advanced Open-Source Intelligence (OSINT) Gathering and Analysis
Advanced SEC587Cyber Defense
- GIAC Strategic OSINT Analyst (GSOA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- Slide 19 of 23
SEC366: CIS Implementation Group 1
newEssentials SEC366Cybersecurity Leadership
- 6 CPEs / 6 Hours (Self-Paced)
- Slide 20 of 23
SEC467: Social Engineering for Security Professionals
Beginner SEC467Offensive Operations
- 2 Days (Instructor-Led)
- 12 CPEs / 12 Hours (Self-Paced)
- Labs: 8 Hands-On Labs
- Slide 21 of 23
SEC411: AI Security Principles and Practices: GenAI and LLM Defense
newAI-FOCUSEDIntermediate SEC411Cyber Defense, Artificial Intelligence
- 14 CPEs / 14 Hours (Self-Paced)
- Labs: 3 Hands-On Labs
- Slide 22 of 23
SEC511: Cybersecurity Engineering: Advanced Threat Detection and Monitoring
Intermediate SEC511Cyber Defense
- GIAC Continuous Monitoring Certification (GMON)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 18 Hands-On Labs
- Slide 23 of 23
SEC555: Detection Engineering and SIEM Analytics
Intermediate SEC555Cyber Defense
- GIAC Certified Detection Analyst (GCDA)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 18 Hands-On Labs