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基于信譽(yù)評(píng)分的共識(shí)網(wǎng)絡(luò)重組機(jī)制設(shè)計(jì)
網(wǎng)絡(luò)安全與數(shù)據(jù)治理
鄭兒1,陳麓竹1,趙靜1,姚旺君1,文新2
1.華北計(jì)算機(jī)系統(tǒng)工程研究所;2.中國(guó)電子信息產(chǎn)業(yè)集團(tuán)有限公司
摘要: 針對(duì)共識(shí)算法對(duì)良性節(jié)點(diǎn)占比的依賴(lài),設(shè)計(jì)了一種基于信譽(yù)評(píng)分的共識(shí)網(wǎng)絡(luò)重組機(jī)制,使得網(wǎng)絡(luò)能在遭受攻擊或發(fā)生故障時(shí)迅速自我修復(fù)和重組,顯著提升了抗攻擊能力和服務(wù)連續(xù)性。首先基于信譽(yù)機(jī)制理論,開(kāi)發(fā)了一個(gè)分布式信譽(yù)評(píng)分系統(tǒng),實(shí)時(shí)評(píng)估節(jié)點(diǎn)信譽(yù),有效處理潛在惡意節(jié)點(diǎn)。此外,提出了一種基于信譽(yù)評(píng)分的共識(shí)網(wǎng)絡(luò)重組機(jī)制,通過(guò)識(shí)別和隔離惡意節(jié)點(diǎn)來(lái)增強(qiáng)網(wǎng)絡(luò)的彈性和安全性。該機(jī)制設(shè)計(jì)了網(wǎng)絡(luò)彈性重組算法,整合了冗余設(shè)置、故障診斷和服務(wù)節(jié)點(diǎn)重新配置功能,確保網(wǎng)絡(luò)穩(wěn)定運(yùn)行和高可靠性。該研究對(duì)金融服務(wù)、云計(jì)算和物聯(lián)網(wǎng)等廣泛使用共識(shí)技術(shù)的高安全需求領(lǐng)域具有重要應(yīng)用價(jià)值。
中圖分類(lèi)號(hào):TP309文獻(xiàn)標(biāo)識(shí)碼:ADOI:10.19358/j.issn.2097-1788.2024.06.001
引用格式:鄭兒,陳麓竹,趙靜,等.基于信譽(yù)評(píng)分的共識(shí)網(wǎng)絡(luò)重組機(jī)制設(shè)計(jì)[J].網(wǎng)絡(luò)安全與數(shù)據(jù)治理,2024,43(6):1-7,15.
Design of a consensus network reorganization mechanism based on credibility score
Zheng Er1,Chen Luzhu1,Zhao Jing1,Yao Wangjun1,Wen Xin2
1.National Computer System Engineering Research Institute of China; 2.China Electronics Corporation
Abstract: In view of the dependence of the consensus algorithm on the proportion of benign nodes, a consensus network reorganization mechanism based on credit score is designed, so that the network can quickly repair and reorganize when it suffers from attack or failure, which significantly improves the antiattack ability and service continuity. In this paper, a distributed credit scoring system based on the theory of credit mechanism is developed to evaluate the node reputation in real time and effectively deal with potential malicious nodes. Furthermore, a consensus network reorganization mechanism based on credibility scoring is proposed to enhance the network resilience and security by identifying and isolating malicious nodes. This mechanism designs the network elastic reorganization algorithm, which integrates the redundant setting, fault diagnosis and service node reconfiguration functions to ensure the stable operation of the network and high reliability. This research has important application value in high security needs areas such as financial services, cloud computing and Internet of Things where consensus technologies are widely used.
Key words : credit mechanism; distributed system; network restructuring

引言

共識(shí)算法被廣泛運(yùn)用于各種最新的應(yīng)用技術(shù)中,如區(qū)塊鏈、物聯(lián)網(wǎng)、云計(jì)算等,在不需要中心節(jié)點(diǎn)的情況下,為這些技術(shù)的實(shí)現(xiàn)提供了一種確保整個(gè)網(wǎng)絡(luò)中數(shù)據(jù)的完整性和一致性的手段,是構(gòu)建大型分布式系統(tǒng)的重要技術(shù)方法。共識(shí)算法的核心在于共識(shí)網(wǎng)絡(luò)中的節(jié)點(diǎn)參與投票過(guò)程,通過(guò)統(tǒng)計(jì)投票多寡決定節(jié)點(diǎn)行為,最終達(dá)成一致?tīng)顟B(tài)轉(zhuǎn)化。

在共識(shí)執(zhí)行過(guò)程中,只要維持良性節(jié)點(diǎn)的占比不低于限定閾值,就能夠保障系統(tǒng)安全[1]。共識(shí)算法的設(shè)計(jì)中沒(méi)有考慮針對(duì)惡意節(jié)點(diǎn)的懲罰機(jī)制,而實(shí)際的分布式網(wǎng)絡(luò)環(huán)境中,節(jié)點(diǎn)隨時(shí)存在受到攻擊轉(zhuǎn)為惡意的可能,原有設(shè)計(jì)缺乏對(duì)網(wǎng)絡(luò)韌性的考量。


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作者信息:

鄭兒1,陳麓竹1,趙靜1,姚旺君1,文新2

(1.華北計(jì)算機(jī)系統(tǒng)工程研究所,北京100083;2.中國(guó)電子信息產(chǎn)業(yè)集團(tuán)有限公司,廣東深圳518057)


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