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ReIPS: A Secure Cloud-Based Reputation Evaluation System for IoT-Enabled Pumped Storage Power Stations.

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Summary

This study introduces ReIPS, a secure cloud system for evaluating device reputations in IoT-enabled power stations. ReIPS enhances security against single-point and collusion attacks, improving overall system integrity.

Keywords:
cloud platformintelligent inspection devicesinternal attack detectionpumped storage power stations (PSPSs)reputation evaluation

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Area of Science:

  • Cybersecurity
  • Internet of Things (IoT)
  • Power Systems Engineering

Background:

  • Reputation evaluation is crucial for secure IoT ecosystems.
  • IoT-enabled pumped storage power stations (PSPSs) face resource limitations and attack threats.
  • Existing systems struggle with single-point and collusion attacks in PSPS environments.

Purpose of the Study:

  • To develop a secure cloud-based reputation evaluation system (ReIPS) for intelligent inspection devices in IoT-enabled PSPSs.
  • To address resource constraints and enhance resilience against single-point and collusion attacks.
  • To improve the overall security and reliability of PSPS operations.

Main Methods:

  • Implemented a resource-rich cloud platform for data collection and complex evaluations.
  • Developed a novel reputation model combining backpropagation neural networks (BPNNs) and a point reputation-weighted directed network model (PR-WDNM) to resist single-point attacks.
  • Introduced a knowledge graph-based method for identifying collusion devices by analyzing behavioral and semantic similarities.

Main Results:

  • ReIPS effectively manages device reputations in IoT-enabled PSPSs.
  • The combined BPNN and PR-WDNM model accurately evaluates device point reputations and detects malicious devices.
  • The knowledge graph approach successfully identifies collusion devices, enhancing system security.
  • Simulation results demonstrate superior performance compared to existing systems, especially under attack scenarios.

Conclusions:

  • ReIPS provides a robust and secure solution for reputation evaluation in IoT-enabled PSPSs.
  • The system effectively mitigates threats from single-point and collusion attacks.
  • ReIPS significantly enhances the security and trustworthiness of intelligent inspection devices within PSPS ecosystems.