Md Shamimul Islam

1 indexed paper

Recent (6 mo)

With code

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Publications per year

Top categories

Crypto×1AI×1

Frequent co-authors

Luis G. Jaimes1×

Ayesha S. Dina1×

Research Timeline

2026

MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library

MA-IDS proposes a Multi-Agent RAG framework that uses LLMs and a self-building Experience Library to achieve explainable and self-improving intrusion detection for resource-constrained IoT networks.

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Papers

cs.CRcs.AIRecentApr 7, 2026

MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library

Md Shamimul Islam, Luis G. Jaimes, Ayesha S. Dina

MA-IDS proposes a Multi-Agent RAG framework that uses LLMs and a self-building Experience Library to achieve explainable and self-improving intrusion detection for resource-constrained IoT networks.

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