Real-world applications in healthcare and supply chain domains produce, exchange, and share data in a multi-stakeholder environment. Data owners want to control their data and privacy in such settings. On the other hand, data consumers demand methods to understand when, how, and who produced the data. These requirements necessitate data governance frameworks that guarantee data provenance, privacy protection, and consent management. We introduce a decentralized data governance framework based on blockchain technology and proxy re-encryption to let data owners control and track their data through privacy-enhancing and consent management mechanisms. Besides, our framework allows the data consumers to understand data lineage through a blockchain-based provenance mechanism. We have used Digital e-prescription as the use case since it has multiple stakeholders and sensitive data while enabling the medical fraternity to manage patients' prescription data, involving patients as data owners, doctors and pharmacists as data consumers. Our proof-of-concept implementation and evaluation results based on CosmWasm, Ethereum, and pyUmbral PRE show that the proposed decentralized system guarantees transparency, privacy, and trust with minimal overhead.
翻译:医疗保健和供应链领域的现实应用在多个利益攸关方环境中产生、交换和分享数据。数据所有者希望控制其数据和隐私。另一方面,数据消费者要求采用了解何时、如何和谁制作数据的方法。这些要求需要数据治理框架,以保证数据来源、隐私保护和同意管理。我们引入了基于链链式技术和代理重新加密的分散化数据治理框架,让数据所有者通过增强隐私和同意管理机制控制并跟踪数据。此外,我们的框架允许数据消费者通过基于链式来源的机制理解数据线。我们使用数字电子处方作为使用案例,因为它拥有多个利益攸关方和敏感数据,同时使医疗兄弟会能够管理病人处方数据,让病人作为数据所有者、医生和药剂师作为数据消费者参与。我们基于CosmWasm、Etheim和pyUmbral PRE的验证和评价结果显示,拟议的分散化系统保证透明度、隐私和信任,并尽量减少间接费用。