Detaillierter Kursinhalt
1) Cybersecurity Ethical Hacking and AI Foundations
- Cybersecurity Fundamentals
- Ethical Hacking Fundamentals
- Core Security Frameworks
- AI in Cybersecurity
- Safe and Responsible AI Usage
2) Networking Linux Web Technologies and Reconnaissance Fundamentals
- Networking Fundamentals
- Linux Fundamentals for Ethical Hacking
- Web Application Fundamentals
- Reconnaissance Fundamentals
- AI-Assisted Reconnaissance
3) AIEnhanced Reconnaissance Enumeration and Attack Surface Mapping
- Reconnaissance Methodology
- Enumeration Fundamentals
- Cloud Reconnaissance
- API Reconnaissance
- AI for Attack Surface Mapping
4) Vulnerability Assessment and Risk Prioritization
- Vulnerability Assessment Basics
- Vulnerability Scanning
- Vulnerability Validation
- AI-Assisted Vulnerability Analysis
- Remediation Planning
5) AIAssisted Penetration Testing Web API Password Cloud and AI Application Security
- Penetration Testing Lifecycle
- Web Application Security
- API Security Testing Fundamentals
- Password Security
- Cloud and Container Pentesting Concepts
- AI in Penetration Testing
6) LLM RAG and AI Application Security
- LLM Application Architecture
- OWASP LLM Top 10
- Prompt Injection Fundamentals
- RAG Security (Retrieval-Augmented Generation)
- AI Agent Security
- Defensive Controls
7) Machine Learning for Cybersecurity and Adversarial AI
- Machine Learning Fundamentals
- Supervised Learning for Security
- Unsupervised Learning for Security
- Natural Language Processing (NLP) for Cybersecurity
- Adversarial Machine Learning
- Explainable AI (XAI)
8) Threat Hunting Detection Engineering and AIDriven SOC Operations
- Security Operations Center (SOC)
- Threat Hunting Fundamentals
- Detection Engineering
- AI in the Security Operations Center (SOC)
- Threat Intelligence
9) Incident Response Digital Forensics and AIAssisted Investigations
- Incident Response Lifecycle
- Incident Classification
- Evidence Handling
- Digital Forensics Basics
- AI-Assisted Incident Response
- AI-Specific Incident Response
10) Identity Security Zero Trust Cloud Security and NonHuman Identity
- Identity and Access Management (IAM) Basics
- Zero Trust Fundamentals
- Privileged Access Management (PAM)
- Non-Human Identity Security
- Cloud Security Fundamentals
- AI Agent Identity Controls
11) AI Governance Compliance Risk Management and Responsible Disclosure
- AI Governance Fundamentals
- NIST AI RMF and Generative AI Profile
- Privacy and Compliance
- AI Ethics
- Responsible Disclosure
- AI Security Reporting
12) Capstone Project EndtoEnd AIAssisted Ethical Hacking and Defense Engagement
- Scoping and Rules of Engagement
- Reconnaissance and OSINT
- Vulnerability Assessment
- AI-Assisted Penetration Testing
- LLM and AI Application Security Testing
- Detection Engineering and Threat Hunting
- Incident Response
- Governance and Reporting
13) Optional Module AI Agents for Ethical Hacking
- What Are AI Agents?
- Applications and Trends of AI Agents
- The Importance of AI Agents in Ethical Hacking
- How Does an AI Agent Work?
- Characteristics of AI Agents in Ethical Hacking
- Types of AI Agents