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arXiv 2407.00591cs.DC
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DDRM:面向众包无人机服务中信任与可靠性的分布式无人机声誉管理

DDRM: Distributed Drone Reputation Management for Trust and Reliability in Crowdsourced Drone Services

Junaid Akram, Ali Anaissi

AI总结:

本文提出基于以太坊区块链的分布式无人机声誉管理框架DDRM,通过SRAT和DRET双代币机制保障众包无人机服务评价的真实性与可靠性,有效抵御声誉欺诈并提升服务效率。

摘要:

本研究提出了分布式无人机声誉管理(DDRM)框架,旨在增强无人机物联网(IoDT)生态系统中的信任与真实性。随着无人机在多个领域发挥日益关键的作用,在IoDT中集成众包无人机服务已成为实现这些服务民主化获取的重要途径。然而,一个关键挑战在于确保无人机服务评价的真实性与可靠性。DDRM利用以太坊区块链,通过建立可验证且透明的评价机制来应对这一挑战。该框架创新性地采用双代币系统,包括用于促进评价授权的服务评价授权代币(SRAT)和用于奖励与认可表现出持续可靠性的无人机的无人机声誉增强代币(DRET)。本文中的综合分析展示了DDRM对各种声誉欺诈的抵御能力,并强调了其运行有效性,特别是在提升无人机服务的效率和可靠性方面。

英文摘要:

This study introduces the Distributed Drone Reputation Management (DDRM) framework, designed to fortify trust and authenticity within the Internet of Drone Things (IoDT) ecosystem. As drones increasingly play a pivotal role across diverse sectors, integrating crowdsourced drone services within the IoDT has emerged as a vital avenue for democratizing access to these services. A critical challenge, however, lies in ensuring the authenticity and reliability of drone service reviews. Leveraging the Ethereum blockchain, DDRM addresses this challenge by instituting a verifiable and transparent review mechanism. The framework innovates with a dual-token system, comprising the Service Review Authorization Token (SRAT) for facilitating review authorization and the Drone Reputation Enhancement Token (DRET) for rewarding and recognizing drones demonstrating consistent reliability. Comprehensive analysis within this paper showcases DDRM's resilience against various reputation frauds and underscores its operational effectiveness, particularly in enhancing the efficiency and reliability of drone services.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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