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

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 prese