AI Security Learning Center
Structured learning paths, certifications, and community resources to build your AI security expertise — whether you are a red teamer, developer, analyst, or compliance professional.
Skill Levels
Beginner
Just getting started with AI security? Begin here.
- AI Security Glossary — Learn the terminology
- OWASP LLM Top 10 — Understand the risk landscape
- Prompt Injection Basics — The #1 vulnerability explained
- Testing Methodology Overview — How AI pentesting works
Est. Time: 2-3 weeks
Intermediate
Ready to dive deeper into techniques and tools.
- RAG Security Deep Dive — Vector DB attacks, poisoning
- MCP Security Guide — Model Context Protocol vulnerabilities
- AI Pentesting Tools — Garak, PyRIT, LLM Guard hands-on
- Security Checklists — Apply structured testing
Est. Time: 1-2 months
Advanced
Master-level techniques for experienced practitioners.
- Red Teaming Methodology — Full adversarial engagement
- Agentic AI Security — Autonomous agent threat modeling
- Multimodal Attacks — Vision, audio, cross-modal
- Incident Response — Breach response and forensics
Est. Time: 3+ months
Career Learning Paths
Red Teamer
Focus: Offensive AI security testing, vulnerability discovery, and exploitation.
- Prompt injection mastery
- RAG and MCP exploitation
- Tool development (Garak, PyRIT)
- Report writing and PoC creation
Key Pages: Red Teaming, Tools, Incidents
AI Developer
Focus: Building secure AI applications with defensive patterns.
- Secure coding patterns
- Input/output validation
- API security design
- CI/CD security integration
Key Pages: Secure Dev, API Security, Development
Security Analyst
Focus: Threat assessment, monitoring, and risk analysis for AI systems.
- Threat modeling for AI
- Vulnerability assessment
- Log analysis and anomaly detection
- Risk scoring and reporting
Key Pages: Threats, Methodology, Statistics
Compliance Officer
Focus: Regulatory compliance, audit, and governance for AI deployments.
- EU AI Act requirements
- NIST AI RMF implementation
- Audit checklists
- Documentation and evidence
Key Pages: Standards, Checklists, Resources
Certifications
AI security certifications and training programs to advance your career.
View Certifications →