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Layered Security Framework Proposed to Combat Prompt Injection in RAG Chatbots
Prompt injection is identified as the top vulnerability in LLM deployments, with current defenses being incomplete and isolated. A layered security framework is proposed to address these gaps in retrieval-augmented generation (RAG) chatbots.
Prompt injection attacks can compromise the integrity of LLM-based systems, making robust defenses critical. Improving security frameworks helps protect against malicious inputs that evade existing filters and monitors.
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Score 73
Source Type arxiv
Reposts 0
Topic Quality 54
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