Learn how to identify, exploit and mitigate the OWASP Top 10 risks in AI & LLM systems for practical defense
Sub Category
- Network & Security
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Objectives
- Identify and explain all 10 OWASP LLM 2025 vulnerabilities including new risks like System Prompt Leakage and Vector & Embedding Weaknesses
- Analyze and execute prompt injection attacks — direct, indirect, multimodal, and agentic — using real-world attack scenarios
- Defend LLM applications against sensitive information disclosure, training data extraction, and RAG-sourced data leakage
- Threat model LLM applications using STRIDE, MITRE ATLAS, and the OWASP LLM risk framework across chatbot, RAG, and agentic architectures
- Implement secure RAG pipelines with proper vector database access controls, ingestion validation, and embedding integrity checks
- Apply least-privilege and human-in-the-loop design patterns to prevent excessive agency in AI agents and MCP-connected systems
- Evaluate LLM supply chain risk, perform model vetting, and build an AI Software Bill of Materials (SBOM) for enterprise deployments
- Build a defense-in-depth architecture for LLM applications that covers input validation, output sanitization, secrets management, and monitoring
Pre Requisites
- Basic understanding of how web applications work (HTTP, APIs, client-server model)
- Familiarity with at least one programming language (Python preferred but not required)
- General awareness of cybersecurity concepts such as authentication, injection attacks, and access control
- No prior AI or machine learning experience needed — LLM architecture is explained from the ground up in Section 1
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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