Security for LLM Applications — LLM Application Development Roadmap
Protecting against injection and data leakage
Steps in Security for LLM Applications
- Prompt Injection Fundamentals — beginner · How malicious input can hijack an LLM application's behavior
- Defending Against Prompt Injection — beginner · Practical mitigations, though no perfect defense exists yet
- Sanitizing User Input and Model Output — beginner · Preventing injected content from causing downstream harm
- Data Leakage Risks in LLM Applications — beginner · Preventing sensitive data from ending up in prompts or logs
- Securing API Keys and Credentials — beginner · Keeping model provider credentials out of client code and logs
Part of
- LLM Application Development roadmap — the full learning path