Secure ChatGPT, Claude, AI Agents & RAG Applications with Prompt Injection Defense, Guardrails, OWASP LLM Top 10
Sub Category
- Network & Security
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Objectives
- Identify and understand major LLM and Generative AI security threats, including prompt injection, jailbreaking, data leakage, insecure output handling
- Apply the OWASP guidance for LLM and Generative AI applications to assess vulnerabilities and strengthen AI application security.
- Design and secure Retrieval-Augmented Generation (RAG) systems against document poisoning, retrieval attacks, unauthorized access, and vector database risks.
- Protect AI agents and tool-calling systems using least privilege, permission controls, human approval workflows, and secure MCP practices.
- Secure AI APIs and integrations using authentication, authorization, secrets management, rate limiting, and secure API design principles.
- Implement AI guardrails using input filtering, output validation, content moderation, policy enforcement, and human-in-the-loop controls.
- Perform AI red teaming using adversarial prompts, jailbreak testing, prompt fuzzing, and structured security-testing methodologies.
- Build practical AI threat models by identifying assets, data flows, trust boundaries, threat actors, and attack paths.
Pre Requisites
- No prior AI security experience is required. The course starts with the fundamentals and progressively introduces more advanced security concepts.
- A basic understanding of cybersecurity, networking, or application security is helpful but not required.
- Basic familiarity with Artificial Intelligence, ChatGPT, or other Generative AI tools will be useful.
- Basic Python or programming knowledge is helpful for hands-on exercises, but advanced coding skills are not required.
- A computer running Windows, macOS, or Linux with a modern web browser and internet connection.
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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