Author

Mahamudul Hasan

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Preprint Aug 2026

Defending Retrieval-Augmented Intrusion Detection Against Knowledge Poisoning and Prompt Injection

RAG-IDS is presented, a three-tier multi-agent intrusion detection framework with a retrieval-boundary defense combining soft trust scoring, label-embedding consistency checking (LECC), and prompt sanitization, designed to recover classification quality under retrieval-layer attack.

Kaysarul Anas Apurba, Mahamudul Hasan, Mahedee Zaman Moon et al. · 0 citations