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March 12, 2026Future Internet0 citationsOpen Access

Protocol-Aware Intrusion Detection System for LoRaWAN Networks

Towards a Protocol-Aware Intrusion Detection System for LoRaWAN Networks

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Authors

ZBZsolt BringyeRFRita FleinerEKEszter Kail

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Overview

Proposes a protocol-aware methodology for detecting anomalies in LoRaWAN networks, suggesting enhanced security measures.

Key Points

  • The aim is to develop a validation methodology that identifies protocol-level misuse in LoRaWAN networks.
  • Proposed a Digital Twin abstraction to model LoRaWAN communication.
  • Modeled the Over-The-Air Activation procedure as a finite-state machine.
  • Evaluated observed network events against the formal state model to detect deviations.
  • Demonstrated that the Digital Twin enables identification of anomalies like replay behavior and timing inconsistencies.
  • Provided a structured approach for protocol-aware security validation.
  • Established a foundation for integrating higher-level detection mechanisms in security operations.

Cite This Study

Bringye et al. (2026) studied this question.

synapsesocial.com/papers/69b2581996eeacc4fcec7730https://doi.org/10.3390/fi18030140
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