Tag: LLM security

How to Prevent Sensitive Prompt and System Prompt Leakage in LLMs

How to Prevent Sensitive Prompt and System Prompt Leakage in LLMs

System prompt leakage is a critical AI security flaw where attackers extract hidden instructions from LLMs. Learn how to prevent it with proven strategies like prompt separation, output filtering, and external guardrails - backed by 2025 research and real-world cases.

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large language models AI tool integration LLM operating model LLMOps teams LLM roles and responsibilities LLM governance prompt engineering team system prompt leakage LLM security prompt injection AI security LLM07 vibe coding AI coding citizen development AI-powered development rapid prototyping function calling LLM tools external APIs