基于区块链的物联网数字身份管理隐私保护方案

IF 3 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Hao Yu , Guijuan Wang , Anming Dong , Yubing Han , Yawei Wang , Jiguo Yu
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引用次数: 0

摘要

随着物联网的发展,数以百万计的用户、设备和应用组成了一个复杂的异构网络,这增加了数字身份管理的复杂性。传统的集中式数字身份管理系统(DIMS)面临单点故障和隐私泄露的问题。区块链技术的出现为DIMS处理与集中式体系结构相关的单点故障问题提供了机会。然而,区块链技术固有的透明性仍然使DIMS面临隐私泄露的风险。在本文中,我们提出了隐私保护的IoT DIMS (PPID),这是一种新型的基于区块链的分布式身份系统,用于保护链上身份数据的隐私。PPID实现了身份-凭证-验证的不可链接性。具体来说,PPID采用零知识证明(Zero Knowledge Proof, ZKP)算法和Shamir secret sharing (SSS)算法来保护隐私安全,抵御重放攻击,保证数据的完整性。最后,我们评估了PPID中ZKP计算的性能,以及以太坊区块链上智能合约的交易费用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blockchain-enabled privacy protection scheme for IoT digital identity management
With the growth of the Internet of Things (IoT), millions of users, devices, and applications compose a complex and heterogeneous network, which increases the complexity of digital identity management. Traditional centralized digital identity management systems (DIMS) confront single points of failure and privacy leakages. The emergence of blockchain technology presents an opportunity for DIMS to handle the single point of failure problem associated with centralized architectures. However, the transparency inherent in blockchain technology still exposes DIMS to privacy leakages. In this paper, we propose the privacy-protected IoT DIMS (PPID), a novel blockchain-based distributed identity system to protect the privacy of on-chain identity data. The PPID achieves the unlinkability of identity-credential-verification. Specifically, the PPID adopts the Zero Knowledge Proof (ZKP) algorithm and Shamir secret sharing (SSS) to safeguard privacy security, resist replay attacks, and ensure data integrity. Finally, we evaluate the performance of ZKP computation in PPID, as well as the transaction fees of smart contract on the Ethereum blockchain.
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CiteScore
4.70
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