Blockchain-enabled privacy protection and access control scheme towards sensitive digital assets management

Pengfei Duan, Zhaofeng Ma, Yuqing Zhang, Jingyu Wang, Shoushan Luo
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Abstract

With the growth of requirements for data sharing, a novel business model of digital assets trading has emerged that allows data owners to sell their data for monetary gain. In the distributed ledger of blockchain, however, the privacy of stakeholder's identity and the confidentiality of data content are threatened. Therefore, we proposed a blockchain-enabled privacy-preserving and access control scheme to address the above problems. First, the multi-channel mechanism is introduced to provide the privacy protection of distributed ledger inside the channel and achieve coarse-grained access control to digital assets. Then, we use multi-authority attribute-based encryption (MAABE) algorithm to build a fine-grained access control model for data trading in a single channel and describe its instantiation in detail. Security analysis shows that the scheme has IND-CPA secure and can provide privacy protection and collusion resistance. Compared with other schemes, our solution has better performance in privacy protection and access control. The evaluation results demonstrate its effectiveness and practicability.
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面向敏感数字资产管理的区块链隐私保护和访问控制方案
随着数据共享需求的增长,出现了一种新的数字资产交易商业模式,允许数据所有者出售其数据以获取金钱收益。然而,在区块链的分布式账本中,利益相关者的身份隐私和数据内容的保密性受到了威胁。因此,我们提出了一种支持区块链的隐私保护和访问控制方案来解决上述问题。首先,引入多通道机制,对通道内的分布式账本进行隐私保护,实现对数字资产的粗粒度访问控制。然后,我们使用基于多授权属性的加密(MAABE)算法,为单一通道内的数据交易建立了细粒度访问控制模型,并详细描述了其实例化过程。安全分析表明,该方案具有 IND-CPA 安全性,能提供隐私保护和抗串通能力。与其他方案相比,我们的方案在隐私保护和访问控制方面具有更好的性能。评估结果证明了它的有效性和实用性。
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