Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning

Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning

Abstract Trust management in shared vehicle data systems presents significant challenges, necessitating innovative approaches. A data analysis system integrating blockchain-based distributed trust management with deep reinforcement learning (DRL) is introduced to address these issues. The proposed s...

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Bibliographic Details
Main Authors: Jinxiang Chen, Yan Li, Jiaxing Deng, Beicheng Qin, Chengcai He, Qiangsheng Huang, Jingchun Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Deep reinforcement learning
Blockchain
Distributed data analysis
Trust management
Defensive decision-making
Online Access:https://doi.org/10.1038/s41598-025-11511-y
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