SDGchain: When Service Dependency Graph Meets Blockchain to Enhance Privacy

Rofaida Khemaissia, M. Derdour, A. Djeddai, M. Ferrag
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引用次数: 4

Abstract

Nowadays, the number of services is increasing which allows users to perform their tasks easily. A huge amount of data is published regularly where the personal data takes the lion's share. In fact, personal data protection remains a big issue as far as how the service provider collected the data and for what purpose. Therefore, the privacy of the data owner has to be preserved by putting a strategy to control the data usage by the services. The concept of inter services privacy has been marginalized in the previous privacy preserving works. This paper proposes SDGchain, a secure and privacy-preserving decentralized model that uses secure service dependency graph (SDG) combined with permissioned blockchain Hyperledger fabric, which cooperates with an off-chain storage. In our design the SDG is used to control inter services interactions by building dependencies, measuring the level of trust, calculating the quality of service to ensure the privacy preservation of the service using blockchain to support authentication, access control and the logging operations for immutable and auditable history.
SDGchain:当服务依赖图满足区块链时增强隐私
如今,服务的数量正在增加,这使得用户可以轻松地执行任务。大量的数据定期发布,其中个人数据占据了最大的份额。事实上,就服务提供商如何收集数据以及出于何种目的而言,个人数据保护仍然是一个大问题。因此,必须通过制定策略来控制服务对数据的使用,从而保护数据所有者的隐私。在以往的隐私保护工作中,服务间隐私的概念被边缘化了。本文提出了SDGchain,这是一种安全且保护隐私的去中心化模型,它使用安全服务依赖图(SDG)与许可的区块链超级账本结构相结合,与链下存储协作。在我们的设计中,SDG用于通过构建依赖关系、测量信任级别、计算服务质量来控制服务间交互,以确保服务的隐私保护,使用区块链来支持身份验证、访问控制和不可变和可审计历史记录的日志操作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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