AI Security Certification

Learn how to assess, attack, and secure modern AI and LLM-based applications through hands-on training.

This certification takes you from the fundamentals of AI, ML, Generative AI, and LLMs into practical AI security engineering. You’ll build AI applications, work with internal data and RAG, create AI agents, integrate tools, build an MCP server, perform controlled attacks, and implement defensive controls.

What You’ll Learn

AI & LLM Foundations

• AI, ML, and Generative AI fundamentals
• How LLMs learn and work
• Open-source vs. closed-source models
• AI security fundamentals
• Real-world LLM application architecture

RAG & LLM Applications

• Embeddings and vector databases
• Working with internal data
• Building RAG applications
• Building an internal security chatbot
• LangChain and LangSmith
• Securing LLM workflows

AI Agents

• How AI agents work
• Think → Act → Observe → React
• Tools and function calls
• Integrating security tools with agents
• Building a web security scanning agent
• Agent security considerations

AI Attacks

• Prompt injection
• Indirect prompt injection
• Sensitive information disclosure
• Attacking AI support bots
• Attacking personal assistant AI applications
• Understanding the broader LLM threat landscape

AI Supply Chain Security

• AI supply chain attack surfaces
• Hugging Face models
• MLOps and MLflow
• Model backdoors
• Model signing with Sigstore
• AI Bill of Materials (AIBOM)
• Dependency pinning
• Model scanning
• End-to-end AI security pipelines

MCP Security

• MCP fundamentals
• Building an MCP server
• MCP attack techniques
• Offensive MCP security
• MCP vulnerabilities
• Defensive controls and guardrails

AI Defense & Security Testing

• Multi-layered AI defense
• Prompt sanitization
• Robust prompt design
• Prompt injection defenses
• Sensitive information protection
• LLM security testing with Garak
• Testing standalone LLMs and REST APIs
• Testing guardrails
• Input and output controls

Hands-On Learning

This is not just a theory-based certification. You’ll build applications, configure security tools, perform controlled attacks, and implement defensive techniques throughout the course.

You’ll finish with a practical understanding of how to identify AI security risks and apply security controls to real-world AI systems.

Course Link To Enroll: https://www.modernsecurity.io/courses/ai-security-certification

Our Website: https://modernsecurity.io