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News/Context-Aware Prompt Injection Detection via Small Language Models in RAG Pipelines: nokast-secureRAG
arxiv
PublishedOctober 21, 2026 at 4:00 AM

Context-Aware Prompt Injection Detection via Small Language Models in RAG Pipelines: nokast-secureRAG

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arXiv:2610.28364v1 Announce Type: cross Abstract: Local Retrieval-Augmented Generation (RAG) systems are vulnerable to indirect prompt injection and retrieval poisoning, where malicious instructions in retrieved content are mistaken for trusted input. We present nokast-secureRAG, a roughly 0.5B-para

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