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SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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Vulnerability Management

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SAP

Role Description 

Vulnerability Management is a proactive and continuous process focused on securing SAP systems and applications by identifying, assessing, prioritizing, and mitigating weaknesses. The role ensures the confidentiality, integrity, and availability of business-critical applications, reduces cyberattack risk, and helps maintain compliance with security regulations.

BLUF 

Professionals in Vulnerability Management need to progress from foundational security knowledge (T1) to hands-on vulnerability assessment and remediation (T2–T3), and ultimately into enterprise-wide risk integration and leadership of vulnerability reduction strategies (T4–T5). This roadmap ensures they can both execute and strategically guide vulnerability management programs.

Development Roadmap with TKS Alignment

T1 – Novice (Foundations)

Course: SEC275 / SEC401. Aligned TKSs: 101 Security Foundations, K0123 Vulnerability Assessment Tools (introductory), K1014 Network Security Principles & Practices (awareness)

  • Slide 1 of 2

    SEC275: Foundations: Computers, Technology, & Security

    Beginner
    SEC275Cyber Defense
    SEC406: Linux Security for InfoSec Professionals
    • GIAC Foundational Cybersecurity Technologies (GFACT)
    • 38 CPEs / 38 Hours (Self-Paced)
    • Labs: 90 Hands-On Labs

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  • Slide 2 of 2

    SEC401: Security Essentials - Network, Endpoint, and Cloud

    Essentials
    SEC401Cyber Defense
    SEC401: Security Essentials - Network, Endpoint, and Cloud
    • GIAC Security Essentials (GSEC)
    • 6 Days (Instructor-Led)
    • 46 CPEs / 46 Hours (Self-Paced)
    • Labs: 20 Hands-On Labs

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T2 – Practitioner (Applied Knowledge)

Course: SEC504. Aligned TKSs: K1011 Adversarial TTPs, K1012 Attack Pattern Analysis, S0321 Interpret Vulnerability Reports, T0080 Conduct Vulnerability Scans

SEC504: Hacker Tools, Techniques, and Incident Handling

MAJOR UPDATES
AI SKILLS
Essentials
SEC504Offensive Operations
SEC504: Hacker Tools, Techniques, and Incident Handling
  • GIAC Certified Incident Handler Certification (GCIH)
  • 6 Days (Instructor-Led)
  • 38 CPEs / 38 Hours (Self-Paced)
  • Labs: 44 Hands-On Labs

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T3 – Advanced (Specialized Knowledge)

Course: SEC511. Aligned TKSs: K0124 Vulnerability Management Processes, K0692 Vulnerability Assessment Tools & Techniques (advanced application), T0197 Manage the Remediation of Vulnerabilities, T1619 Perform Risk & Vulnerability Assessments

SEC511: Cybersecurity Engineering: Advanced Threat Detection and Monitoring

Intermediate
SEC511Cyber Defense
SEC511: Continuous Monitoring and Security Operations
  • GIAC Continuous Monitoring Certification (GMON)
  • 6 Days (Instructor-Led)
  • 46 CPEs / 46 Hours (Self-Paced)
  • Labs: 18 Hands-On Labs

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T4 – Expert (Enterprise Integration)

Course: SEC566. Aligned TKSs: K0675 Risk Management Processes (applied enterprise-wide), K0899 Attack Surface Reduction Strategies, K1053 Third-Party Cybersecurity Risk Assessment, T1306 Coordinate Remediation with Teams

SEC566: Implementing and Auditing CIS Controls

MAJOR UPDATES
AI SKILLS
Intermediate
SEC566Cybersecurity Leadership
SEC566: Implementing and Auditing CIS Controls
  • GIAC Critical Controls Certification (GCCC)
  • 5 Days (Instructor-Led)
  • 30 CPEs / 30 Hours (Self-Paced)
  • Labs: 23 Hands-On Labs

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T5 – Expert / Mentor (Strategic Oversight & Leadership)

Course: LDR516. Aligned TKSs: T1619 Perform Risk & Vulnerability Assessments (mentor-level oversight), K0124 Vulnerability Management Processes (strategic leadership), T1306 Coordinate Remediation with Teams (executive refinement), K0675 Risk Management Processes (executive influence)

LDR516: Strategic Vulnerability and Threat Management

MAJOR UPDATES
Advanced
LDR516Cybersecurity Leadership
LDR516: Building and Leading Vulnerability Management Programs
  • 5 Days (Instructor-Led)
  • 30 CPEs / 30 Hours (Self-Paced)
  • Labs: 21 Hands-On Labs

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