SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
SEC595Cyber Defense
SANS Community Benefits
Connect, learn, and share with other cybersecurity professionals
Using LLMs Embeddings and Similarity to Assist DFIR Analysis
Using LLMs Embeddings and Similarity to Assist DFIR Analysis (PDF, 13.64MB)Last updated: 31 Mar, 2025
- Slide 1 of 14
AIS247: AI Security Essentials for Business Leaders
Essentials AIS247Cybersecurity Leadership
- 2 CPEs / 2 Hours (Self-Paced)
- Slide 2 of 14
SEC535: Offensive AI - Attack Tools and Techniques
newIntermediate SEC535Offensive Operations
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 14 Hands-On Labs
- Slide 3 of 14
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
Advanced SEC595Cyber Defense- GIAC Machine Learning Engineer (GMLE)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 30 Hands-On Labs
- Slide 4 of 14
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 5 of 14
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 6 of 14
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 7 of 14
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 8 of 14
SEC545: GenAI and LLM Application Security
newAdvanced SEC545Cloud Security
- 3 Days (Instructor-Led)
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 11 Hands-On Labs
- Slide 9 of 14
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 10 of 14
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 11 of 14
LDR514: Security Strategic Planning, Policy, and Leadership
Advanced LDR514Cybersecurity Leadership
- GIAC Strategic Planning, Policy, and Leadership (GSTRT)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 32 Hands-On Labs
- Slide 12 of 14
SEC495: Leveraging LLMs: Building & Securing RAG, Contextual RAG, and Agentic RAG
Essentials SEC495Cyber Defense- 7 CPEs / 7 Hours (Self-Paced)
- Slide 13 of 14
FOR563: Applied AI for Digital Forensics and Incident Response: Leveraging Local Large Language Models
newIntermediate FOR563Digital Forensics and Incident Response
- 1 Day (Instructor-Led)
- 6 CPEs / 6 Hours (Self-Paced)
- Labs: 4 Hands-On Labs
- Slide 14 of 14
SEC598: AI and Security Automation for Red, Blue, and Purple Teams
Major UpdatesIntermediate SEC598Offensive Operations
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 25 Hands-On Labs