SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
SEC595Cyber Defense
SANS Community Benefits
Connect, learn, and share with other cybersecurity professionals
AI-Powered Security LLM Agent for Rapid Threat Detection and Response
AI-Powered Security LLM Agent for Rapid Threat Detection and Response (PDF, 4.80MB)Last updated: 29 Sep, 2024
Presenters
Daniel Pienica
Daniel (MSc) is a Data Scientist in Cato Research Labs at Cato Networks and has more than 6 years of industry experience in applying state-of-the-art and novel machine-learning methods and LLM’s to the domain of cybersecurity. He previously worked as a data scientist at cybersecurity startup Intezer.
Related Courses
- Slide 1 of 14
FOR589: Cybercrime Investigations
Intermediate FOR589Digital Forensics and Incident Response
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 2 of 14
FOR585: Smartphone Forensic Analysis In-Depth
Essentials FOR585Digital Forensics and Incident Response
- GIAC Advanced Smartphone Forensics (GASF)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 3 of 14
FOR608: Enterprise-Class Incident Response & Threat Hunting
Intermediate FOR608Digital Forensics and Incident Response
- GIAC Enterprise Incident Responder (GEIR)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 4 of 14
FOR518: Mac and iOS Forensic Analysis and Incident Response
Intermediate FOR518Digital Forensics and Incident Response
- GIAC iOS and macOS Examiner (GIME)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 23 Hands-On Labs
- Slide 5 of 14
FOR508: Advanced Incident Response, Threat Hunting, and Digital Forensics
Intermediate FOR508Digital Forensics and Incident Response
- GIAC Certified Forensic Analyst (GCFA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 35 Hands-On Labs
- Slide 6 of 14
FOR610: Reverse-Engineering Malware: Malware Analysis Tools and Techniques
Advanced FOR610Digital Forensics and Incident Response
- GIAC Reverse Engineering Malware (GREM)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 48 Hands-On Labs
- Slide 7 of 14
FOR578: Cyber Threat Intelligence
Intermediate FOR578Digital Forensics and Incident Response
- GIAC Cyber Threat Intelligence (GCTI)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 8 of 14
FOR509: Enterprise Cloud Forensics and Incident Response
Intermediate FOR509Digital Forensics and Incident Response
- GIAC Cloud Forensics Responder (GCFR)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 9 of 14
FOR528: Ransomware and Cyber Extortion
Intermediate FOR528Digital Forensics and Incident Response
- 4 Days (Instructor-Led)
- 24 CPEs / 24 Hours (Self-Paced)
- Labs: 13 Hands-On Labs
- Slide 10 of 14
FOR577: LINUX Incident Response and Threat Hunting
Intermediate FOR577Digital Forensics and Incident Response
- GIAC Linux Incident Responder (GLIR)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 23 Hands-On Labs
- Slide 11 of 14
FOR710: Reverse-Engineering Malware: Advanced Code Analysis
Advanced FOR710Digital Forensics and Incident Response
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 12 Hands-On Labs
- Slide 12 of 14
FOR498: Digital Acquisition and Rapid Triage
Essentials FOR498Digital Forensics and Incident Response
- GIAC Battlefield Forensics and Acquisition (GBFA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 13 of 14
FOR500: Windows Forensic Analysis
Essentials FOR500Digital Forensics and Incident Response
- GIAC Certified Forensic Examiner (GCFE)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 14 of 14
FOR572: Advanced Network Forensics: Threat Hunting, Analysis, and Incident Response
Advanced FOR572Digital Forensics and Incident Response
- GIAC Network Forensic Analyst (GNFA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs