DT-SSIM: A Decentralized Trustworthy Self-Sovereign Identity Management Framework

被引:20
|
作者
Samir, Efat [1 ,2 ]
Wu, Hongyi [1 ,2 ]
Azab, Mohamed [3 ]
Xin, Chunsheng [1 ,2 ]
Zhang, Qiao [1 ,2 ]
机构
[1] Old Dominion Univ, Sch Cybersecur, Norfolk, VA 23529 USA
[2] Old Dominion Univ, Dept Elect & Comp Engn, Norfolk, VA 23529 USA
[3] Virginia Mil Inst, Comp & Informat Sci, Lexington, VA 24450 USA
基金
美国国家科学基金会;
关键词
Authentication; Blockchains; Internet of Things; Smart contracts; Privacy; Integrated circuit modeling; Computational modeling; Blockchain; secret sharing; self-sovereign identity (SSI); smart contracts; verifiable credentials; SMART CITIES; AUTHORIZATION;
D O I
10.1109/JIOT.2021.3112537
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In a ubiquitous environment enclosing cooperative Internet-of-Things (IoT) devices, individuals, and entities, digital identity management (DIM) becomes critical and challenging. DIM pertains to device identities authentication and verification to enable trustworthy service exchange, data collection, and decision making. DIM is the supporting pillar for all online services and the foundation for security and authentication mechanisms. Due to the extreme heterogeneity, scale, and configuration complexity of such environments, enabling trustworthy DIM is crucial and seriously challenging. In an IoT context, devices use local digital identities stored within a tamper-proof unit and verified by a centralized authority for authentication. The recent attacks on IoT systems showed how vulnerable such a design is. It is also an inherent problem that influences humans. From that, self-sovereign identity (SSI) has emerged as a decentralized DIM approach embracing the concept of portable self-possession identity. SSI was presented to couple the digital identity from the owner to enable large-scale cooperation. However, digital identity storage and verification still occur on the device and in a centralized manner. Utilizing a local single-point-of-failure storage memory for verifiable credentials is one of the considerable drawbacks in contemporary SSI. In this regard, this article introduces decentralized trustworthy-self-sovereign identity management (DT-SSIM), a novel decentralized trustworthy SSI management framework. DT-SSIM integrates the secret share scheme with the blockchain-based smart contracts technologies to provide transparent and trustworthy SSI-based DIM services for IoT. Storing IoT identity credentials outside the devices' local storage preserves the identity credentials from being tampered with or misused. Evaluations and discussions show the resiliency assessment of the system and the cost and estimated running times for verification processes in DT-SSIM.
引用
收藏
页码:7972 / 7988
页数:17
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