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基于主從多鏈的科學(xué)數(shù)據(jù)共享方法構(gòu)建與實證研究
網(wǎng)絡(luò)安全與數(shù)據(jù)治理
陳俊1,2,3,楊銳1,3,李嵐春1,3.4,周子健1,2,3
1.中國科學(xué)院武漢文獻(xiàn)情報中心; 2.中國科技云武漢區(qū)域中心; 3.科技大數(shù)據(jù)湖北省重點實驗室; 4.中國科學(xué)院大學(xué)經(jīng)濟(jì)與管理學(xué)院
摘要: 針對當(dāng)前科學(xué)數(shù)據(jù)管理中普遍存在安全性不足的問題,試圖基于主從多鏈理論,探索提出一套科學(xué)數(shù)據(jù)保護(hù)與共享架構(gòu)方法。提出一種基于主從多鏈的科學(xué)數(shù)據(jù)保護(hù)與共享方法,這一方法借助多個智能合約、數(shù)字簽名、星際文件系統(tǒng)(IPFS)技術(shù),并結(jié)合科學(xué)數(shù)據(jù)的分級分類和身份認(rèn)證實現(xiàn)細(xì)膩度管理;采用主從多鏈結(jié)合的方式,確保數(shù)據(jù)的安全性和可擴(kuò)展性。實證研究結(jié)果表明,本方法在存儲開銷方面顯著優(yōu)于公共鏈方案,在性能上提升約3倍,并在處理大量交易時展現(xiàn)出更高的穩(wěn)定性與可靠性。綜上所述,該方法具備去中心化、安全可靠、不可篡改等重要特性,能夠有效應(yīng)對日益增長的科學(xué)數(shù)據(jù)保護(hù)與共享需求。
中圖分類號:TP309.7;TP311.1文獻(xiàn)標(biāo)識碼:ADOI:10.19358/j.issn.2097-1788.2024.11.010引用格式:陳俊,楊銳,李嵐春,等.基于主從多鏈的科學(xué)數(shù)據(jù)共享方法構(gòu)建與實證研究[J].網(wǎng)絡(luò)安全與數(shù)據(jù)治理,2024,43(11):56-63.
Construction and empirical research on scientific data sharing method based on master-slave multi-chain
Chen Jun1,2,3,Yang Rui1,3,Li Lanchun1,3.4,Zhou Zijian1,2,3
1.Wuhan Library, Chinese Academy of Sciences; 2.Wuhan Regional Center, China Science and Technology Cloud; 3.Hubei Key Laboratory of BigData in Science and Technology; 4.School of Economics and Management, University of Chinese Academy of Sciences
Abstract: In response to the common issue of insufficient security in current scientific data management, this paper attempts to explore and propose a set of scientific data protection and sharing architecture methods based on the master-slave multi-chain theory. This paper proposes a scientific data protection and sharing method based on the master-slave multi-chain concept. This method utilizes multiple smart contracts, digital signatures, and the InterPlanetary File System (IPFS) technology, combined with the grading and classification of scientific data and identity authentication to achieve fine-grained management; it adopts a master-slave multi-chain combination to ensure data security and scalability.The empirical research results show that this method significantly outperforms public blockchain solutions in terms of storage overhead, with approximately a threefold improvement in performance. It also demonstrates greater stability and reliability when processing large volumes of transactions. In conclusion, this method possesses key characteristics such as decentralization, security, and immutability, making it highly effective in addressing the growing demand for scientific data protection and sharing.
Key words : blockchain;scientific experimental data;data security;smart contract;access control

引言

由于參與人員多、數(shù)據(jù)類型多樣、生成時機(jī)和環(huán)境的特殊性以及不同程度的保密需求,科學(xué)實驗數(shù)據(jù)管理面臨復(fù)雜性,科研機(jī)構(gòu)和個人通常因為知識產(chǎn)權(quán)保護(hù)的顧慮,往往不愿意立即公開實驗數(shù)據(jù),這導(dǎo)致了數(shù)據(jù)開放的困難[1]。為解決數(shù)據(jù)可信度和準(zhǔn)確性,學(xué)術(shù)界和行業(yè)界進(jìn)行深入研究,并涌現(xiàn)出云儲存等多類型技術(shù)方案,但未能有效破除科研機(jī)構(gòu)之間的數(shù)據(jù)共享問題。相較之下,區(qū)塊鏈技術(shù)憑借其去中心化、不可篡改和安全可信的特質(zhì)[2],被視為解決數(shù)據(jù)安全和共享問題的有力工具。

本文設(shè)計了一種基于主從多鏈的科學(xué)數(shù)據(jù)保護(hù)和共享系統(tǒng)。通過細(xì)分授權(quán)和數(shù)據(jù)分級,提高交易處理速度,優(yōu)化數(shù)據(jù)管理。系統(tǒng)利用智能合約和數(shù)字簽名,建立了科研機(jī)構(gòu)間的數(shù)據(jù)共享和信任機(jī)制。結(jié)合IPFS技術(shù)[3],減少鏈上交易成本,加快數(shù)據(jù)訪問和驗證速度。系統(tǒng)采取了身份驗證、加密和數(shù)據(jù)保護(hù)等措施,以降低風(fēng)險并保障通信安全。這有助于科研人員和機(jī)構(gòu)高效、安全地共享數(shù)據(jù)。


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作者信息:

陳俊1,2,3,楊銳1,3,李嵐春1,3.4,周子健1,2,3

(1.中國科學(xué)院武漢文獻(xiàn)情報中心,湖北武漢430071;

2.中國科技云武漢區(qū)域中心,湖北武漢430071;

3.科技大數(shù)據(jù)湖北省重點實驗室,湖北武漢430071;

4.中國科學(xué)院大學(xué)經(jīng)濟(jì)與管理學(xué)院,北京100190)


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