低延迟移动网络中保护隐私数据管理的选择性分层区块链框架

Sun-Woo Yun Sun-Woo Yun, Eun-Young Lee Sun-Woo Yun, Il-Gu Lee Eun-Young Lee
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引用次数: 0

摘要

随着人工智能、物联网、大数据等第四次工业革命技术的逐步发展,以及移动网络中庞大的数据量,低延迟通信和安全管理变得至关重要。区块链是一种数据分布式处理技术,它可以跟踪数据记录,在点对点环境中支持安全的电子货币交易和数据安全管理,而无需中央可信机构。上传到区块链共享分类账的数据是不可变的,这使得跟踪完整性保存变得容易。然而,区块链技术的局限性在于,即使上传了不准确的数据,它也无法纠正数据,因此很难在行业中使用。因此,为了实现区块链技术的商业化,需要研究考虑隐私保护数据管理的区块链机制。此前,脱链、黑名单和硬分叉方法已经被提出;然而,它们的应用具有挑战性或不切实际。因此,为了保护隐私,我们提出了一种分层区块链机制,通过增加缓冲区区块链来纠正数据。我们评估了分层区块链的延迟、安全性和空间复杂性。选择性分层区块链数据管理的安全性和安全延迟比分别是传统区块链的2.2倍和11.3倍。所提出的选择性分层区块链有望通过保护用户隐私来促进区块链技术在各个行业的商业化。
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Selective Layered Blockchain Framework for Privacy-preserving Data Management in Low-latency Mobile Networks
With the gradual development of Fourth Industrial Revolution technologies, such as artificial intelligence, the Internet of Things, and big data, and the considerable amount of data in mobile networks, low-latency communication and security management are becoming crucial. Blockchain is a data-distributed processing technology that tracks data records to support secure electronic money transactions and data security management in a peer-to-peer environment without the need of a central trusted authority. The data uploaded to the blockchain-shared ledger are immutable, making tracking integrity preservation facile. However, blockchain technology is limited because it is challenging to utilize in the industry owing to its inability to correct data, even when inaccurate data are uploaded. Accordingly, research on blockchain mechanisms that consider privacy-preserving data management is required to commercialize blockchain technology. Previously, off-chain, blacklist, and hard-fork methods have been proposed; however, their application is challenging or impractical. Therefore, to protect privacy, we propose a layered blockchain mechanism that can correct data by adding a buffer blockchain. We evaluated the latency, security, and space complexity of layered blockchains. The security and security-to-latency ratio for data management of the selective layered blockchain is 2.2 and 11.3 times higher than the conventional blockchains, respectively. The proposed selective layered blockchain is expected to promote the commercialization of blockchain technologies in various industries by protecting user privacy.  
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