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A Method for Trust-Based Collaborative Smart Device Selection and Resource Allocation in the Financial Internet of

Bo Wang1,2,3, Jiesheng Wang2,4, Mingchu Li3

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Sensors (Basel, Switzerland)
|July 12, 2025
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This study introduces a novel trust-based algorithm for smart devices in the Financial Internet of Things (FIoT). It enhances security against attacks and optimizes resource allocation, improving system reliability.

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Financial Internet of Thingscoalition gameedge computingresource allocationtrust evaluation

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Area of Science:

  • Computer Science
  • Cybersecurity
  • Artificial Intelligence

Background:

  • The Financial Internet of Things (FIoT) faces significant security threats due to vulnerable intelligent devices.
  • Limited resources and AI deployment in FIoT can compromise system availability.
  • Malicious attacks pose substantial risks to FIoT stability and security.

Purpose of the Study:

  • To propose a trust-based collaborative smart device selection algorithm for FIoT.
  • To enhance resistance against malicious behaviors and attacks in FIoT environments.
  • To address resource allocation challenges for trusted devices under constrained edge resources.

Main Methods:

  • Developed a trust-based algorithm integrating subjective/objective trust, dynamic blacklists/whitelists, domain knowledge, and game theory.
  • Implemented real-time dynamic trust level evaluation and a transformation mechanism for blacklists/whitelists.
  • Proposed a coalition game-based algorithm for resource allocation considering device activity and trust levels.

Main Results:

  • The proposed algorithm significantly improves anti-attack capabilities in FIoT smart devices.
  • Maintained high task success rates in both single and complex attack scenarios.
  • Demonstrated superior task success rates and resource allocation performance compared to existing methods.

Conclusions:

  • The trust-based collaborative device selection algorithm effectively enhances FIoT security and reliability.
  • The integrated approach of adaptive trust evaluation and dynamic lists improves device trustworthiness.
  • The coalition game-based resource allocation is efficient for trusted devices in constrained environments.