What we know
The article presents SAGE, an adaptive Internet of Things (IoT) honeypot that combines Finite-State Machine (FSM)-driven protocol emulation with GraphRAG-enhanced retrieval to model stateful IoT protocols and generate responses using a Large Language Model (LLM). The authors also describe a fact-checking engine and a feedback mechanism intended to refine responses and progressively expand state-response mappings based on observed adversarial interactions.
Evidence limits
Review limited to the Crossref-deposited abstract and bibliographic metadata; the full text was not consulted and the described results, software, or effectiveness were not independently validated.
Reviewed: author abstract. Full-text results were not analyzed.
Sources and provenance
- SAGE: An Adaptive IoT Honeypot with FSM-Driven Protocol Emulation and GraphRAG-Powered Response Generation
abstract · 2026-10-11
Reviewed: 2026-10-13. This record may change when new evidence is found.