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Mneme: A Mobile Distributed Ledger

机译:Mneme:移动分布式分类帐

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Advances in mobile computing have paved the way for new types of distributed applications that can be executed solely by mobile devices on device-to-device (D2D) ecosystems (e.g., crowdsensing). More sophisticated applications, like cryptocurrencies, need distributed ledgers to function. Distributed ledgers, such as blockchains and directed acyclic graphs (DAGs), employ consensus protocols to add data in the form of blocks. However such protocols are designed for resourceful devices that are interconnected via the Internet. Moreover, existing distributed ledgers are not deployable to D2D ecosystems since their storage needs are continuously increasing. In this work, we introduce Mneme, a DAG-based distributed ledger that can be maintained solely by mobile devices and operates via two consensus protocols: Proof-of-Context (PoC) and Proof-of-Equivalence (PoE). PoC employs users' context to add data on Mneme. PoE is executed periodically to summarize data and produce equivalent blocks that require less storage. We analyze the security of Mneme and justify the ability of PoC and PoE to guarantee the characteristics of distributed ledgers: persistence and liveness. Furthermore, we analyze potential attacks from malicious users and prove that the probability of a successful attack is inversely proportional to the square of the number of mobile users who maintain Mneme.
机译:移动计算的进步为新型分布式应用程序铺平了道路,这些类型的分布式应用程序可以仅由设备到设备(D2D)生态系统中的移动设备执行(例如,人群感知)。诸如加密货币之类的更复杂的应用程序需要分布式分类帐才能运行。分布式分类帐,例如区块链和有向无环图(DAG),采用共识协议以块的形式添加数据。但是,此类协议是为通过Internet互连的资源丰富的设备而设计的。此外,由于现有的分布式分类帐的存储需求不断增加,因此无法部署到D2D生态系统。在这项工作中,我们介绍Mneme,这是一种基于DAG的分布式分类帐,可以由移动设备单独维护,并通过两种共识协议进行操作:上下文证明(PoC)和等效证明(PoE)。 PoC利用用户的上下文在Mneme上添加数据。定期执行PoE以汇总数据并生成需要较少存储量的等效块。我们分析了Mneme的安全性,并证明了PoC和PoE保证分布式账本特征的能力:持久性和活跃性。此外,我们分析了来自恶意用户的潜在攻击,并证明成功攻击的可能性与维护Mneme的移动用户数量的平方成反比。

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