基于区块链的隐私保护生理数据共享平台

Xueyu Guan, Yu-Heng Hsieh, Shyan-Ming Yuan
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引用次数: 0

摘要

可穿戴设备通过提供实时生理和行为数据,对精准医疗产生了重大影响。这些数据对于准确的疾病诊断、监测和改善治疗结果至关重要。可穿戴设备可以实现个性化的健康管理和预防计划,特别是对慢性疾病管理有益。总的来说,这些设备为精准医疗提供了更多的数据和技术支持,从而实现更好的个性化健康管理和治疗,最终改善医疗效果和生活质量。然而,目前的设备绑定需要直接标识符,并授予制造商对生成数据的所有权,限制了用户控制并引发了隐私问题。为了解决这个问题,我们提出了一个基于区块链的平台,该平台具有两个不同的区块链:分散的身份和生理数据。用户在第一个区块链上注册分散的身份,然后将其用于第二个区块链上的设备绑定,从而实现去识别数据收集。该平台在生理数据区块链上生成用户特定的智能合约,并确保用户对数据访问的完全控制。该系统增强了用户生理数据的隐私性、安全性和可信度,增强了用户使用可穿戴设备的信心。
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Blockchain-Based Privacy Preserved Physiological Data Sharing Platform
Wearable devices have significantly impacted precision medicine by providing real-time physiological and behavioral data. This data is crucial for accurate disease diagnosis, monitoring, and improved treatment outcomes. Wearable devices enable personalized health management and prevention programs, particularly being beneficial for chronic disease management. Overall, these devices offer more data and technical support for precision medicine, leading to better-individualized health management and treatment and ultimately improving medical outcomes and quality of life. However, the current device binding requires direct identifiers and grants manufacturers ownership of the generated data, limiting user control and raising privacy concerns. To address this, we propose a blockchain-based platform with two distinct blockchains: decentralized identity and physiological data. Users register decentralized identities on the first blockchain, which are then used for device binding on the second blockchain, enabling de-identified data collection. The platform generates user-specific smart contracts on the Physiological Data blockchain and ensures complete user control over data access. This system enhances the privacy, security, and credibility of users' physiological data, instilling confidence in the use of wearable devices.
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