更新時間2022.2.22
涵蓋區塊鏈:行業標準、政策、白皮書、幹貨書、國內外技術報告、最新綜述論文、應用、教程、代表性平台等。
入門
- 【區塊鏈之菜鳥入門】
● 《親,你淘的區塊鏈到了!》,用漫畫的形式聊區塊鏈,https://developer.aliyun.com/article/60131
● 《區塊鏈發展史:從拜占庭將軍問題到智慧契約》,https://developer.aliyun.com/article/60132?spm=a2c6h.12873639.0.0.52393e672rSCZo
● 《來來來,這篇科普告訴你“區塊鏈”到底是個啥?》,https://zhuanlan.zhihu.com/p/40982407
● 《詳解區塊鏈—顛覆式創新技術》,http://www.invest-data.com/eWebEditor/uploadfile/2018011611263015052516.pdf
- 《什麼是區塊鏈技術? - IBM》,IBM出版《區塊鏈傻瓜書》,https://www.ibm.com/cn-zh/topics/what-is-blockchain
- 《區塊鏈是什麼? - Oracle》,https://www.oracle.com/cn/blockchain/what-is-blockchain/
- “BlockChain Technology: Beyond Bitcoin”,穀歌、雅虎、三星等。本白皮書描述了區塊鏈技術以及在金融和非金融領域的一些引人注目的具體應用。然後將著眼於未來的挑戰和商業機遇,這一基礎技術將徹底改變我們的數字世界。http://scet.berkeley.edu/wp-content/uploads/AIR-2016-Blockchain.pdf
- 《一文讀懂~國內外區塊鏈發展現狀、趨勢和政策》,https://blog.51cto.com/u_15127642/2774977 。本文首先介紹了區塊鏈的發展曆程、概念、特征、技術、架構、困境等內容,然後總結了我國區塊鏈產業發展的基本特點,以及國內外區塊鏈產業的發展政策,最後指出了區塊鏈發展的趨勢與專業判斷,使讀者能全方位的認識和了解區塊鏈。
- 《區塊鏈技術快速入門教程(非常詳細)》,http://c.biancheng.net/blockchain/
- 《區塊鏈 入門教程》,https://www.qikegu.com/docs/4635
政策製度
- 2020.4,教育部《高等學校區塊鏈技術創新行動計劃》,http://www.dandian.net/cn/wp-content/uploads/2021041521315985.pdf
- 2020.7,北京市政府《北京市區塊鏈創新發展行動計劃(2020—2022年)》,http://zgcgw.beijing.gov.cn/zgc/zwgk/zcfg18/bjs/10826796/index.html
- 2019.8,《中國區塊鏈政策現狀及趨勢分析報告》,人民創投區塊鏈研究院,http://blockchain.people.com.cn/NMediaFile/2019/0905/MAIN201909050920000297932371328.pdf
標準規範
- 2021,《國家職業技術技能標準——區塊鏈工程技術人員(2021版)》,http://osta.mohrss.gov.cn/biaozhun/%E5%9B%BD%E5%AE%B6%E8%81%8C%E4%B8%9A%E6%8A%80%E8%83%BD%E6%A0%87%E5%87%86%E2%80%94%E2%80%94%E5%8C%BA%E5%9D%97%E9%93%BE%E5%B7%A5%E7%A8%8B%E6%8A%80%E6%9C%AF%E4%BA%BA%E5%91%98.pdf
- 2021.3,《區塊鏈係統應用與設計——職業技能等級標準(2021年1.0版)》,北京百度網訊科技有限公司,https://pvc-e7031f9b-6522-11e9-883f-fa163e9e2c22.obs.cn-north-1.myhuaweicloud.com/prod%2Fimage%2F2021-03-15%2Fa98a9041540a4ee6b2465d3e618a5f73.pdf
- 2021.12,《區塊鏈技術安全通用要求》,上海市市場監督管理局,https://m.cqn.com.cn/zj/att/2022-02/18/ed54f134-1b26-4b85-bcd8-2fa275cba4c0.pdf
- 2021.3,《雄安新區區塊鏈技術數據協同規範》,http://www.xiongan.gov.cn/1210959746_16097396561981n.pdf
白皮書
- 2021.5,《區塊鏈係統開發與應用ACCA 認證白皮書》, 螞蟻集團,https://gw.alipayobjects.com/os/bmw-prod/e80c5d3c-1528-4f9f-9d18-7c93326c8f05.pdf
- 2022.2,《區塊鏈新基建逐步落地,美聯儲發布首份數字貨幣白皮書》,東方證券,https://pdf.dfcfw.com/pdf/H3_AP202202071545497557_1.pdf?1644253567000.pdf
- 2021.9,《華為區塊鏈白皮書2021——建設容和開發的數字經濟基礎設施》,華為,https://res-static.hc-cdn.cn/cloudbu-site/china/zh-cn/BCS/BCS2.0.pdf
- 2020.12,《區塊鏈白皮書》,中國信息通信研究院,http://www.caict.ac.cn/english/research/whitepapers/202101/P020210127494158921362.pdf
- 2021,《2021年中國區塊鏈行業發展白皮書》,頭豹研究院,https://pdf.dfcfw.com/pdf/H3_AP202110211524160607_1.pdf?1634846649000.pdf
- 2020,《京東區塊鏈技術實踐白皮書》,京東數科,https://storage.jd.com/sy-static.jd.com/1603441763717_2020%E4%BA%AC%E4%B8%9C%E5%8C%BA%E5%9D%97%E9%93%BE%E6%8A%80%E6%9C%AF%E5%AE%9E%E8%B7%B5%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf
- 2020.4,《區塊鏈金融應用發展白皮書》,中國工商銀行金融科技研究院,http://pdf.dfcfw.com/pdf/H3_AP202004261378665796_1.pdf
報告
國內
- 2020.3,鄭誌明院士《我國區塊鏈發展趨勢與思考》,https://xxzx.mca.gov.cn/article/xgzs/202004/20200400026405.shtml
- 2022.2,《區塊鏈研究關於NFT 創作者經濟的探討》,HashKey Group,https://www.hashkey.com/wp-content/uploads/2022/02/%E3%80%90%E5%8C%BA%E5%9D%97%E9%93%BE%E7%A0%94%E7%A9%B6%E7%AC%AC172%E6%9C%9F%E3%80%91-%E5%85%B3%E4%BA%8ENFT%E5%88%9B%E4%BD%9C%E8%80%85%E7%BB%8F%E6%B5%8E%E7%9A%84%E6%8E%A2%E8%AE%A8.pdf
- 2022.2,《超文化鏈》,https://scy.cash/files/WhitePaper.pdf
- 2021.11,《跨越“信任”鴻溝:德勤X螞蟻鏈汽車產業區塊鏈趨勢報告》,德勤、螞蟻鏈,https://www2.deloitte.com/content/dam/Deloitte/cn/Documents/cip/deloitte-cn-cip-trend-report-of-automobile-industry-blockchain-zh-211026.pdf
- 2021.7,《區塊鏈基礎設施研究報告(2021年)》,中國信息通信研究院,http://www.caict.ac.cn/kxyj/qwfb/ztbg/202107/P020210726503897354430.pdf
- 2021.6,《衛生信息化國際發展動態(區塊鏈)》,北京市衛生健康委信息中心,http://www.phic.org.cn/sy/wsxxhgjfzdt/202106/P020210629596879630832.pdf
- 2021,《2021工業區塊鏈案例集》,工業互聯網產業聯盟,http://www.trustedblockchain.cn/#/result/result/resultDetail/6a7d6cdf11534457ab82d463faef2194/3
- 2021.5,《2021年中國區塊鏈商業模式概覽》,頭豹研究院,https://www.314dt.com/wp-content/uploads/pdf/dfcf/20210627/2021%E5%B9%B4%E4%B8%AD%E5%9B%BD%E5%8C%BA%E5%9D%97%E9%93%BE%E5%95%86%E4%B8%9A%E6%A8%A1%E5%BC%8F%E6%A6%82%E8%A7%88.pdf
- 2021.5,《利用區塊鏈促進可持續發展:前景與挑戰》,聯合國科學和技術促進發展委員會,https://unctad.org/system/files/official-document/ecn162021d3_ch.pdf
- 2021.4《區塊鏈技術和行業發展七個新趨勢:新架構、新網絡、新商業模型》,北京航空航天大學、天德科技,http://upload.xinhua08.com/2021/0430/1619767484125.pdf
- 2021.3,《中國區塊鏈產業生態地圖報告(2020-2021)》,清華大學、中關村大數據產業聯盟,http://pg.jrj.com.cn/acc/Res/CN_RES/INDUS/2021/3/31/c9b962b3-cc6e-44c5-8af9-f382dfccacbe.pdf
- 2021.3,《全球區塊鏈產業全景與趨勢年度報告(2020-2021年度報告)》,火幣研究院,https://hkibfa.io/wp-content/uploads/2021/03/%E5%85%A8%E7%90%83%E5%8D%80%E5%A1%8A%E9%8F%88%E7%94%A2%E6%A5%AD%E5%85%A8%E6%99%AF%E8%88%87%E8%B6%A8%E5%8B%A2%E5%B9%B4%E5%BA%A6%E5%A0%B1%E5%91%8A%EF%BC%882020-2021%E5%B9%B4%E5%BA%A6%EF%BC%89.pdf
- 2021.3,《2021 年首期外灘沙龍:區塊鏈在金融領域的創新與應用》,上海金融與發展實驗室,https://www.shifd.net/upload/file/20210830/1630324221709285.pdf
- 2021.2,《2021年區塊鏈應用概覽》,頭豹研究院,http://pg.jrj.com.cn/acc/Res/CN_RES/INDUS/2021/2/22/a9270b7b-1e9b-4461-8791-9323bb3cdb0c.pdf
- 2020.11,《農業食品行業中區塊鏈應用的新機遇》,聯合國糧食及農業組織,https://www.zziatc.com/uploads/image/20211116/619354c68414a.pdf
- 2020,《全球交易所區塊鏈最新發展及相關思考》,資本市場研究所,http://www.sse.com.cn/aboutus/research/report/c/5001575.pdf
- 2019.8,《中國區塊鏈政策現狀及趨勢分析報告》,人民創投區塊鏈研究院,http://blockchain.people.com.cn/NMediaFile/2019/0905/MAIN201909050920000297932371328.pdf
國外
- 2021.12,“NATIONAL STRATEGY ON BLOCKCHAIN——Towards Enabling Trusted Digital Platforms”(關於區塊鏈的國家戰略——實現可信的數字平台),印度政府電子和信息技術部,https://www.meity.gov.in/writereaddata/files/National_BCT_Strategy.pdf
- 2021,“HARNESSING BLOCKCHAIN FOR SUSTAINABLE DEVELOPMENT: PROSPECTS AND CHALLENGES”(利用區塊鏈促進可持續發展:前景和挑戰),聯合國貿易和發展會議,https://unctad.org/system/files/official-document/dtlstict2021d3_en.pdf
- 2021,“DISCUSSION PAPER ON BLOCKCHAIN AND SMART CONTRACTS IN INSURANCE”(關於區塊鏈和保險智能合約),歐洲保險和職業養老金管理局,https://www.eiopa.europa.eu/sites/default/files/publications/consultations/eiopa-discussion-paper-on-blockchain-29-04-2021.pdf
- 2021.6,“Artificial intelligence, blockchain and the future of Europe: How disruptive technologies create opportunities for a green and digital economy”(人工智能、區塊鏈和歐洲的未來:顛覆性技術如何為綠色和數字經濟創造機會),歐盟,https://www.eib.org/attachments/thematic/artificial_intelligence_blockchain_and_the_future_of_europe_report_en.pdf
- 2021.10,“Blockchain for Healthcare”(區塊鏈與醫療保健),https://www.hhs.gov/sites/default/files/blockchain-for-healthcare-tlpwhite.pdf
- 2021.4,“Study on Blockchain labour market characteristics”(區塊鏈人力市場特征研究),Erasmus+ Programme of the European Union,https://chaise-blockchainskills.eu/wp-content/uploads/2021/05/D2.2.1-Study-on-Blockchain-labour-market-characteristics.pdf
- 2021.10,“BLOCKCHAIN ANALYSIS OF THE BITCOIN MARKET”(比特幣市場的區塊鏈分析),美國全國經濟研究所,https://www.nber.org/system/files/working_papers/w29396/w29396.pdf
教程
- 廖雪峰,《區塊鏈教程》,https://www.liaoxuefeng.com/wiki/1207298049439968
- 【區塊鏈和智能合約課程-初學者到專家Python教程】,14節課,“Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial”
● 資料及代碼:https://github.com/smartcontractkit/full-blockchain-solidity-course-py
● 視頻講解(16.5h):https://www.youtube.com/watch?v=M576WGiDBdQ&list=RDCMUC8butISFwT-Wl7EV0hUK0BQ&start_radio=1&rv=M576WGiDBdQ&t=0
- Blockchain Development視頻課程: [https://github.com/Developer-Y/cs-video-courses#blockchain-development]
● Blockchain and Cryptocurrencies
Blockchain Fundamentals Decal 2018 - Berkeley DeCal
Blockchain for Developers Decal - Spring 2018 - Berkeley DeCal
Cryptocurrency Engineering and Design - Spring 2018 - MIT
15.S12 Blockchain and Money, Fall 2018- MIT
Blockchain - Foundations and Use Cases
● Become Blockchain Developer
Solidity for Beginners Master Solidity Dapp University
IPFS Inter Planetary File System Dapp University
Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial - FreeCodingCamp
Web 3.0 - Build Realtime Decentralized applications
書籍
- 《區塊鏈技術指南》
● 本書希望能客觀探索區塊鏈概念的來龍去脈,剖析關鍵技術和原理,同時以全球最大的開源分布式賬本項目——超級賬本為例講解具體應用
● https://github.com/yeasy/blockchain_guide/blob/master/SUMMARY.md
- 《Mastering Bitcoin(精通比特幣)》
● 《精通比特幣》是一本適合開發人員的書,前兩章所涵蓋的比特幣水平對非程序員來說也很容易理解。任何對技術有基本了解的人都可以閱讀前兩章。
● https://github.com/bitcoinbook/bitcoinbook/blob/develop/book.asciidoc
- 【幹貨書】Elaine Shi 《Foundations of Distributed Consensus and Blockchains(分布式共識和區塊鏈的基礎)》(http://elaineshi.com/docs/blockchain-book.pdf)
● 作者Elaine Shi主頁http://elaineshi.com/
- 【幹貨書】O'REILLY,《去中心化應用——區塊鏈概述》(中文版),https://www.amazon.cn/dp/B07KW2NG17
● 在這本實用指南中,作者解釋了為什麼去中心化應用(dapp)將比現在流 行的 Web 應用得到更廣泛的使用以及實現更多盈利,展示了如何使用現有工具 來創建可用的 dapp 及其市場,並研究了目前兩個成功的 dapp 案例。讀者將了 解到區塊鏈的加密存儲台賬、scarce-asset 模型和點對點技術如何提供比當前軟 件模型更靈活、更具激勵性的結構。
● 本書讀者對象為對區塊鏈感興趣的開發人員。
- 【幹貨書】吳為《區塊鏈實戰》,http://www.tup.tsinghua.edu.cn/upload/books/yz/075513-01.pdf
● 本書全景式地描述了互聯網前沿技術——區塊鏈,分別從區塊鏈的起源、區塊鏈在全球各 個國家的發展現狀、區塊鏈的四大核心技術、基於區塊鏈底層技術的數字貨幣發展現狀等角度 進行描述。另外,為了更好地理解區塊鏈,本書講述了區塊鏈在數字貨幣領域、金融領域、物 聯網領域、大數據領域、醫療領域、教育領域、公證領域等七個領域的應用。
● 區塊鏈是一場技術革命。在不久的將來,我們會看到區塊鏈與傳統行業的直接較量。而且 這是一場不同層麵的競爭,傳統行業被新技術取代已成必然趨勢。所以在一切還未發生之前, 關注區塊鏈、參與區塊鏈、應用區塊鏈是至關重要的。
● 通過閱讀本書,讀者隻需要花費一周的時間就可以理解區塊鏈是什麼以及它能幹什麼,並 且理解區塊鏈在各個領域的價值所在。
- 【幹貨書】黃京磊、林大亮、張劍南 著《解碼區塊鏈原理機製、場景案例與通證經濟》,http://www.tup.tsinghua.edu.cn/upload/books/yz/081279-01.pdf
● 本書收集了產業發展和技術原理與實戰案例,並用最通俗的語言娓娓道來。我們將為您呈 現一個用區塊鏈改造社會與技術的嶄新世界。本書適用於所有區塊鏈技術愛好者和希望快速而 全麵地了解區塊鏈行業的企業家以及其他讀者朋友。讀完本書,您對區塊鏈技術、機製原理與 應用領域的了解將如數家珍。
- 【幹貨書】O'REILLY,《Blockchain(區塊鏈)》(http://book.itep.ru/depository/blockchain/blockchain-by-melanie-swan.pdf)
● 這本書將帶你超越貨幣(“區塊鏈1.0”)和智能合約(“區塊鏈2.0”),展示區塊鏈如何成為繼大型機、pc、互聯網和移動/社交網絡之後的第五大顛覆性計算範例。
● 作者Melanie Swan是區塊鏈研究所的創始人,她解釋說,區塊鏈本質上是一個公共賬本,有潛力成為一個全球性的、分散的記錄,用於所有資產的注冊、盤存和轉移——不僅是財務,還包括財產和無形資產,如投票、軟件、健康數據和想法。
● 本書主題:比特幣和區塊鏈的概念、特性和功能;使用區塊鏈自動跟蹤所有的數字工作;啟用抗審查的組織模型;創建分散的數字倉庫來驗證身份;提供傳統上由國家提供的更便宜、更有效的服務的可能性;科學:更好地利用數據挖掘網絡;個人健康記錄存儲,包括訪問自己的基因組數據;在區塊鏈上開放獲取學術出版。
- 【幹貨書】John Wiley & Sons, Inc. 《Blockchain For Dummies(區塊鏈傻瓜書)》(https://www.ramonmillan.com/documentos/bibliografia/BlockchainForDummies_Wiley.pdf)
● 這本書解釋了區塊鏈、智能合約和加密貨幣的基礎知識。你可能會讀到這本書,因為你聽說過區塊鏈,知道它們很重要,但不知道它們是什麼,它們如何工作,或者為什麼你應該關心它們。這本書用通俗易懂的語言回答了所有這些問題。
● 這本書和市麵上其他的區塊鏈書有一點不同。它提供了公開市場上所有關鍵區塊鏈的調查,它們如何工作,它們做什麼,以及一些你今天可以嚐試的有用的東西。
● 本書還介紹了區塊鏈技術的概況,並指出了在您自己的區塊鏈項目中需要注意的一些關鍵事項。在這裏,您將了解如何安裝以太坊錢包,創建和執行智能合約,在比特幣和Factom中進行輸入,並賺取加密貨幣。你不必把書從頭到尾讀一遍。轉到你感興趣的話題上去就行了。
- 【幹貨書】John Wiley & Sons, Inc.《Blockchain For Dummies, 2nd IBM Limited Edition(區塊鏈傻瓜版,第二版IBM限量版)》(https://www.ibm.com/downloads/cas/36KBMBOG)
● 區塊鏈是什麼,它是如何工作的,以及它如何可以提高您的業務和行業,在其中運行。您將學習區塊鏈的基本原理,以及這項技術如何徹底改變交易和商業網絡。您還會發現“區塊鏈”和“商業區塊鏈”之間的重要區別。以及什麼使區塊鏈成為簡化業務網絡的理想解決方案。
● 您可以了解Hyperledger, Linux基金會的一個項目,旨在幫助推進跨行業區塊鏈技術和思想領導。了解Hyperledger Fabric,一個開源框架,以及它在開發商業區塊鏈中扮演的重要角色。最後,今天你會發現所有你需要的東西來啟動區塊鏈網絡。
綜述
- 蔡曉晴, 鄧堯, 張亮, 等. 48頁pdf 區塊鏈原理及其核心技術. 計算機學報, 2021, 44(1): 84-131.
- 曾詩欽, 霍如, 黃韜, 等. 區塊鏈技術研究綜述: 原理, 進展與應用. Journal on Communications, 2020.
- 2021.12,佟興、張召等,《麵向端邊雲協同架構的區塊鏈技術綜述》,計算機學報,
- 2021.5,何帥、黃襄念等,《區塊鏈跨鏈技術發展及應用研究綜述》
- 2021.3,上海證券交易所課題組,《區塊鏈在我國資本市場領域核心場景應用研究》
- Sharma, P., Jindal, R. & Borah, M.D. A Review of Blockchain-Based Applications and Challenges. Wireless Pers Commun (2021). 基於區塊鏈的應用與挑戰綜述
- Berdik D, Otoum S, Schmidt N, et al. A survey on blockchain for information systems management and security. Information Processing & Management, 2021, 58(1): 102397. 區塊鏈在信息係統管理與安全中的應用研究
- Singh S, Hosen A S M S, Yoon B. Blockchain security attacks, challenges, and solutions for the future distributed iot network. IEEE Access, 2021, 9: 13938-13959. 未來分布式物聯網的區塊鏈安全攻擊、挑戰和解決方案
- Ali O, Jaradat A, Kulakli A, et al. A comparative study: Blockchain technology utilization benefits, challenges and functionalities. IEEE Access, 2021, 9: 12730-12749. 比較研究:區塊鏈技術利用的好處、挑戰和功能
- Deepa N, Pham Q V, Nguyen D C, et al. A survey on blockchain for big data: approaches, opportunities, and future directions. Future Generation Computer Systems, 2022. 大數據區塊鏈:方法、機遇和未來發展方向
- Lim M K, Li Y, Wang C, et al. A literature review of blockchain technology applications in supply chains: A comprehensive analysis of themes, methodologies and industries. Computers & Industrial Engineering, 2021, 154: 107133. 區塊鏈技術在供應鏈中的應用文獻綜述:主題、方法和行業的綜合分析
- Belchior R, Vasconcelos A, Guerreiro S, et al. A survey on blockchain interoperability: Past, present, and future trends. ACM Computing Surveys (CSUR), 2021, 54(8): 1-41. 關於區塊鏈互操作性的調查:過去、現在和未來趨勢
- Kouhizadeh M, Saberi S, Sarkis J. Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers. International Journal of Production Economics, 2021, 231: 107831. 區塊鏈技術與可持續供應鏈:從理論上探討采用障礙
關鍵技術
數據安全
- 2021.1,劉明達、陳左寧,《區塊鏈在數據安全領域的研究進展》,計算機學報
- Kumar R, Tripathi R, Marchang N, et al. A secured distributed detection system based on IPFS and blockchain for industrial image and video data security. Journal of Parallel and Distributed Computing, 2021, 152: 128-143. 基於IPFS和區塊鏈的工業圖像和視頻數據安全分布式檢測係統
- Rajawat A S, Rawat R, Barhanpurkar K, et al. Blockchain-based model for expanding IoT device data security//Advances in Applications of Data-Driven Computing. Springer, Singapore, 2021: 61-71. 基於區塊鏈的模型,擴展物聯網設備數據安全
- Alhazmi H E, Eassa F E, Sandokji S M. Towards Big Data Security Framework by Leveraging Fragmentation and Blockchain Technology. IEEE Access, 2022, 10: 10768-10782. 利用碎片化和區塊鏈技術,邁向大數據安全框架
- Liao D, Li H, Wang W, et al. Achieving IoT data security based blockchain. Peer-to-Peer Networking and Applications, 2021, 14(5): 2694-2707. 實現基於區塊鏈的物聯網數據安全
- Wang X, Garg S, Lin H, et al. Enabling secure authentication in industrial iot with transfer learning empowered blockchain. IEEE Transactions on Industrial Informatics, 2021, 17(11): 7725-7733. 在工業物聯網中實現安全認證,支持傳輸學習的區塊鏈
算法
- 2021.7,牛淑芬、楊平平等,《區塊鏈上基於雲輔助的密文策略屬性基數據共享加密方案》,電子與信息學報
- 2020.12,曹儐、聶凱君等,《無線網絡中區塊鏈共識算法的開銷分析》,北京郵電大學學報
- Cai X, Geng S, Zhang J, et al. A Sharding scheme-based many-objective optimization algorithm for enhancing security in Blockchain-enabled industrial internet of things. IEEE Transactions on Industrial Informatics, 2021, 17(11): 7650-7658. 一種基於分片方案的提高區塊鏈工業物聯網安全性的多目標優化算法
- Rathore S, Park J H, Chang H. Deep learning and blockchain-empowered security framework for intelligent 5G-enabled IoT. IEEE Access, 2021, 9: 90075-90083. 麵向智能5g物聯網的深度學習和區塊鏈安全框架
區塊鏈+行業應用
交通
- 2021.10,謝高暢、盧華等,《區塊鏈在軌道交通邊緣計算網絡中的應用》
- 2019.12,龔䶮、廖金花,《區塊鏈技術的城市智能交通大數據平台及仿真案例分析》
- Baker T, Asim M, Samwini H, et al. A blockchain-based Fog-oriented lightweight framework for smart public vehicular transportation systems. Computer Networks, 2022, 203: 108676. 基於區塊鏈的麵向霧的智能公共交通係統輕量級框架
- Ning Z, Sun S, Wang X, et al. Blockchain-enabled intelligent transportation systems: a distributed crowdsensing framework. IEEE Transactions on Mobile Computing, 2021. 區塊鏈智能交通係統:分布式眾籌框架
- Haouari M, Mhiri M, El-Masri M, et al. A novel proof of useful work for a blockchain storing transportation transactions. Information Processing & Management, 2022, 59(1): 102749. 一個關於區塊鏈存儲運輸事務有用工作的新證明
- Bekrar A, El Cadi A A, Todosijevic R, et al. Digitalizing the closing-of-the-loop for supply chains: A transportation and Blockchain perspective. Sustainability, 2021, 13(5): 2895. 數字化供應鏈閉環:運輸和區塊鏈的視角
- Abbas K, Tawalbeh L A A, Rafiq A, et al. Convergence of blockchain and IoT for secure transportation systems in smart cities. Security and Communication Networks, 2021. 融合區塊鏈和物聯網,實現智慧城市的安全交通係統
- Stockburger L, Kokosioulis G, Mukkamala A, et al. Blockchain-enabled decentralized identity management: The case of self-sovereign identity in public transportation. Blockchain: Research and Applications, 2021, 2(2): 100014. 區塊鏈支持的分散身份管理:公共交通中的自我主權身份案例
- Distefano S, Di Giacomo A, Mazzara M. Trustworthiness for transportation ecosystems: The blockchain vehicle information system. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(4): 2013-2022. 交通生態係統的可信度:區塊鏈車輛信息係統
- Abdel-Basset M, Moustafa N, Hawash H, et al. Federated Intrusion Detection in Blockchain-Based Smart Transportation Systems. IEEE Transactions on Intelligent Transportation Systems, 2021. 基於區塊鏈的智能交通係統中的聯邦入侵檢測
環保
- 2021,趙楠、盛昭瀚、嚴浩,《基於區塊鏈的排汙權交易創新機製研究》
- Baynham-Herd, Z. Enlist blockchain to boost conservation. Nature 548, 523 (2017). 使用區塊鏈來促進環境保護
- Jiang, S., Li, Y., Lu, Q. et al. Policy assessments for the carbon emission flows and sustainability of Bitcoin blockchain operation in China. Nat Commun 12, 1938 (2021). 比特幣區塊鏈在中國運營的碳排放流和可持續性政策評估
- Parmentola A, Petrillo A, Tutore I, et al. Is blockchain able to enhance environmental sustainability? A systematic review and research agenda from the perspective of Sustainable Development Goals (SDGs). Business Strategy and the Environment, 2022, 31(1): 194-217. 區塊鏈能提高環境的可持續性嗎?可持續發展目標視角下的係統回顧和研究議程
- Zhang L, Zhang Z, Wang W, et al. Research on a covert communication model realized by using smart contracts in blockchain environment. IEEE Systems Journal, 2021. 在區塊鏈環境下,利用智能合約實現隱蔽通信模型的研究
- Shojaei A, Ketabi R, Razkenari M, et al. Enabling a circular economy in the built environment sector through blockchain technology. Journal of Cleaner Production, 2021, 294: 126352. 通過區塊鏈技術實現建築環境部門的循環經濟
- Park A, Li H. The effect of blockchain technology on supply chain sustainability performances. Sustainability, 2021, 13(4): 1726. 區塊鏈技術對供應鏈可持續性績效的影響
- Xu Y. Research on Investment Environment Performance Evaluation of Blockchain Industry with Intuitionistic Fuzzy CODAS Method. Scientific Programming, 2021, 2021. 基於直覺模糊CODAS方法的區塊鏈產業投資環境績效評價研究
- Howson P. Distributed degrowth technology: Challenges for blockchain beyond the green economy. Ecological Economics, 2021, 184: 107020. 分布式去生長技術:區塊鏈超越綠色經濟的挑戰
- Khan S A R, Godil D I, Jabbour C J C, et al. Green data analytics, blockchain technology for sustainable development, and sustainable supply chain practices: evidence from small and medium enterprises. Annals of Operations Research, 2021: 1-25. 綠色數據分析、可持續發展的區塊鏈技術和可持續供應鏈實踐:來自中小企業的證據
- Sivarethinamohan R, Sujatha S. Unraveling the potential of artificial intelligence-driven blockchain technology in environment management//Advances in Mechanical Engineering. Springer, Singapore, 2021: 693-700. 揭示人工智能驅動的區塊鏈技術在環境管理中的潛力
能源
- 2021,張金良、王玉珠,《基於區塊鏈技術的綠色電力證書交易機製設計》,華北電力大學學報
- Ante L, Steinmetz F, Fiedler I. Blockchain and energy: A bibliometric analysis and review. Renewable and Sustainable Energy Reviews, 2021, 137: 110597. 區塊鏈與能源:文獻計量學分析與評述
- Lei N, Masanet E, Koomey J. Best practices for analyzing the direct energy use of blockchain technology systems: Review and policy recommendations. Energy Policy, 2021, 156: 112422. 分析區塊鏈技術係統直接能源使用的最佳實踐:審查和政策建議
- Wang Q, Li R, Zhan L. Blockchain technology in the energy sector: From basic research to real world applications. Computer Science Review, 2021, 39: 100362. 能源領域的區塊鏈技術:從基礎研究到實際應用
- Tao M, Wang Z, Qu S. Research on Multi-Microgrids Scheduling Strategy Considering Dynamic Electricity Price Based on Blockchain. IEEE Access, 2021, 9: 52825-52838. 基於區塊鏈的多微網動態電價調度策略研究
- Borowski P F. Digitization, digital twins, blockchain, and industry 4.0 as elements of management process in enterprises in the energy sector. Energies, 2021, 14(7): 1885. 數字化、數字孿生、區塊鏈、工業4.0作為能源行業企業管理流程的要素
- Wang J. A novel electric vehicle charging chain design based on blockchain technology. Energy Reports, 2022, 8: 785-793. 一種基於區塊鏈技術的新型電動汽車充電鏈設計
- Tsao Y C, Thanh V V, Wu Q. Sustainable microgrid design considering blockchain technology for real-time price-based demand response programs. International Journal of Electrical Power & Energy Systems, 2021, 125: 106418. 基於區塊鏈技術的實時價格需求響應方案的可持續微電網設計
- Esmat A, de Vos M, Ghiassi-Farrokhfal Y, et al. A novel decentralized platform for peer-to-peer energy trading market with blockchain technology. Applied Energy, 2021, 282: 116123. 基於區塊鏈技術的新型去中心化點對點能源交易平台
- Liu J, Lv J, Dinçer H, et al. Selection of renewable energy alternatives for green blockchain investments: A hybrid IT2-based fuzzy modelling. Archives of Computational Methods in Engineering, 2021, 28(5): 3687-3701. 綠色區塊鏈投資的可再生能源替代品的選擇:基於it2的混合模糊模型
- Jamil F, Iqbal N, Ahmad S, et al. Peer-to-peer energy trading mechanism based on blockchain and machine learning for sustainable electrical power supply in smart grid. IEEE Access, 2021, 9: 39193-39217. 基於區塊鏈和機器學習的智能電網可持續供電點對點能源交易機製
- Christidis K, Sikeridis D, Wang Y, et al. A framework for designing and evaluating realistic blockchain-based local energy markets. Applied Energy, 2021, 281: 115963. 設計和評估基於區塊鏈的本地能源市場的框架
醫療
- 2021.8,辛繼賓、吳利俊 等,《醫療健康信息領域區塊鏈技術專利的應用發展態勢研究》
- Alrebdi, N., Alabdulatif, A., Iwendi, C. et al. SVBE: searchable and verifiable blockchain-based electronic medical records system. Sci Rep 12, 266 (2022). SVBE:基於區塊鏈的可搜索、可驗證的電子病曆係統
- Vazirani, A.A., O’Donoghue, O., Brindley, D. et al. Blockchain vehicles for efficient Medical Record management. npj Digit. Med. 3, 1 (2020). 使用區塊鏈進行有效的病案管理
- Hussien H M, Yasin S M, Udzir N I, et al. Blockchain technology in the healthcare industry: Trends and opportunities. Journal of Industrial Information Integration, 2021, 22: 100217. 醫療保健行業的區塊鏈技術:趨勢和機遇
- Yaqoob I, Salah K, Jayaraman R, et al. Blockchain for healthcare data management: opportunities, challenges, and future recommendations. Neural Computing and Applications, 2021: 1-16. 用於醫療保健數據管理的區塊鏈:機遇、挑戰和未來建議
- Ratta P, Kaur A, Sharma S, et al. Application of blockchain and internet of things in healthcare and medical sector: applications, challenges, and future perspectives. Journal of Food Quality, 2021. 區塊鏈和物聯網在醫療衛生領域的應用:應用、挑戰和未來展望
- Abdellatif A A, Samara L, Mohamed A, et al. Medge-chain: Leveraging edge computing and blockchain for efficient medical data exchange. IEEE Internet of Things Journal, 2021, 8(21): 15762-15775. Medge-chain:利用邊緣計算和區塊鏈實現高效的醫療數據交換
- Połap D, Srivastava G, Yu K. Agent architecture of an intelligent medical system based on federated learning and blockchain technology. Journal of Information Security and Applications, 2021, 58: 102748. 基於聯邦學習和區塊鏈技術的智能醫療係統Agent體係結構
- Wu H, Dwivedi A D, Srivastava G. Security and privacy of patient information in medical systems based on blockchain technology. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2021, 17(2s): 1-17. 基於區塊鏈技術的醫療係統中患者信息的安全性和隱私性
- Zhang C, Xu C, Sharif K, et al. Privacy-preserving contact tracing in 5G-integrated and blockchain-based medical applications. Computer Standards & Interfaces, 2021, 77: 103520. 基於5g和區塊鏈的醫療應用中的隱私保護接觸追蹤
- Alqaralleh B A Y, Vaiyapuri T, Parvathy V S, et al. Blockchain-assisted secure image transmission and diagnosis model on Internet of Medical Things Environment. Personal and ubiquitous computing, 2021: 1-11. 醫療物聯網環境下區塊鏈輔助的安全圖像傳輸與診斷模型
教育
- Steiu M F. Blockchain in education: Opportunities, applications, and challenges. First Monday, 2020. 區塊鏈+教育:機遇、應用和挑戰
- Fedorova E P, Skobleva E I. Application of blockchain technology in higher education. European Journal of Contemporary Education, 2020, 9(3): 552-571. 區塊鏈技術在高等教育中的應用
- Guustaaf E, Rahardja U, Aini Q, et al. Blockchain-based Education Project. Aptisi Transactions on Management (ATM), 2021, 5(1): 46-61. 基於區塊鏈的高等教育項目旨在解決當今教育工作者麵臨的問題。
- Guustaaf E, Rahardja U, Aini Q, et al. Blockchain-based Education Project. Aptisi Transactions on Management (ATM), 2021, 5(1): 46-61. 基於區塊鏈的教育項目
- Aini Q, Lutfiani N, Santoso N P L, et al. Blockchain for education purpose: essential topology. Aptisi Transactions on Management (ATM), 2021, 5(2): 112-120. 教育用途區塊鏈:基本拓撲
- Raimundo R, Rosário A. Blockchain system in the higher education. European Journal of Investigation in Health, Psychology and Education, 2021, 11(1): 276-293. 高等教育中的區塊鏈製度
- Lutfiani N, Aini Q, Rahardja U, et al. Transformation of blockchain and opportunities for education 4.0. International Journal of Education and Learning, 2021, 3(3): 222-231. 區塊鏈的轉型和教育4.0的機會
- Shah D, Patel D, Adesara J, et al. Exploiting the capabilities of blockchain and machine learning in education. Augmented Human Research, 2021, 6(1): 1-14. 利用區塊鏈和機器學習在教育中的能力
- Rizky A, Kurniawan S, Gumelar R D, et al. Use Of blockchain technology in implementing information system security on education. BEST Journal (Biology Education, Sains and Technology), 2021, 4(1): 62-70. 區塊鏈技術在實現教育信息係統安全中的應用
- Oganda F P, Lutfiani N, Aini Q, et al. Blockchain Education Smart Courses of Massive Online Open Course Using Business Model Canvas//2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS). IEEE, 2020: 1-6. 區塊鏈基於商業模式畫布的大規模在線開放課程教育智能課程
食品
- Ahmed, S., Broek, N. Blockchain could boost food security. Nature 550, 43 (2017). 區塊鏈可以提高食品安全
- Feng H, Wang X, Duan Y, et al. Applying blockchain technology to improve agri-food traceability: A review of development methods, benefits and challenges. Journal of cleaner production, 2020, 260: 121031. 應用區塊鏈技術改善農業食品可追溯性:發展方法、益處和挑戰綜述
- Bumblauskas D, Mann A, Dugan B, et al. A blockchain use case in food distribution: Do you know where your food has been?. International Journal of Information Management, 2020, 52: 102008. 食品配送中的區塊鏈用例:你知道你的食物去過哪裏嗎?
- Duan J, Zhang C, Gong Y, et al. A content-analysis based literature review in blockchain adoption within food supply chain. International journal of environmental research and public health, 2020, 17(5): 1784. 基於內容分析的文獻綜述在食品供應鏈中采用區塊鏈
- Behnke K, Janssen M. Boundary conditions for traceability in food supply chains using blockchain technology. International Journal of Information Management, 2020, 52: 101969. 使用區塊鏈技術的食品供應鏈追溯邊界條件
- Saurabh S, Dey K. Blockchain technology adoption, architecture, and sustainable agri-food supply chains. Journal of Cleaner Production, 2021, 284: 124731. 區塊鏈技術采用、架構和可持續農業食品供應鏈
- Singh, V., Sharma, S.K. Application of blockchain technology in shaping the future of food industry based on transparency and consumer trust. J Food Sci Technol (2022). 應用區塊鏈技術,以透明度和消費者信任為基礎,塑造食品行業的未來
- Lin, K., Chavalarias, D., Panahi, M. et al. Mobile-based traceability system for sustainable food supply networks. Nat Food 1, 673–679 (2020). 可持續糧食供應網絡的移動溯源係統
- Friedman N, Ormiston J. Blockchain as a sustainability-oriented innovation?: Opportunities for and resistance to Blockchain technology as a driver of sustainability in global food supply chains. Technological Forecasting and Social Change, 2022, 175: 121403. 區塊鏈作為一個可持續發展的創新?:區塊鏈技術作為全球食品供應鏈可持續性驅動力的機遇和阻力
- Shahid A, Almogren A, Javaid N, et al. Blockchain-based agri-food supply chain: A complete solution. IEEE Access, 2020, 8: 69230-69243. 基於區塊鏈的農業食品供應鏈:完整的解決方案
- Powell W, Foth M, Cao S, et al. Garbage in garbage out: The precarious link between IoT and blockchain in food supply chains. Journal of Industrial Information Integration, 2022, 25: 100261. 食品供應鏈中物聯網和區塊鏈之間的不穩定聯係
智慧城市
- Malik R, Janowska A A, Ciupa K. Culture Powered by Blockchain in Smart Cities//Managing Smart Cities. Springer, Cham, 2022: 231-247. 智慧城市中的區塊鏈文化
- Singh S, Sharma P K, Yoon B, et al. Convergence of blockchain and artificial intelligence in IoT network for the sustainable smart city. Sustainable Cities and Society, 2020, 63: 102364. IoT網絡中區塊鏈與人工智能的融合,實現可持續的智慧城市
- Nam K, Dutt C S, Chathoth P, et al. Blockchain technology for smart city and smart tourism: latest trends and challenges. Asia Pacific Journal of Tourism Research, 2021, 26(4): 454-468. 智慧城市和智慧旅遊區塊鏈技術:最新趨勢和挑戰
- Esposito C, Ficco M, Gupta B B. Blockchain-based authentication and authorization for smart city applications. Information Processing & Management, 2021, 58(2): 102468. 基於區塊鏈的智慧城市應用認證與授權
- Liu Z, Chi Z, Osmani M, et al. Blockchain and building information management (BIM) for sustainable building development within the context of smart cities. Sustainability, 2021, 13(4): 2090. 區塊鏈和建築信息管理(BIM)在智慧城市背景下的可持續建築發展
- Treiblmaier H, Rejeb A, Strebinger A. Blockchain as a driver for smart city development: application fields and a comprehensive research agenda. Smart Cities, 2020, 3(3): 853-872. 區塊鏈作為智慧城市發展的驅動力:應用領域和綜合研究議程
- Aujla G S, Singh M, Bose A, et al. Blocksdn: Blockchain-as-a-service for software defined networking in smart city applications. IEEE Network, 2020, 34(2): 83-91. Blocksdn:區塊鏈即服務,用於智能城市應用中的軟件定義網絡
- Cha J, Singh S K, Kim T W, et al. Blockchain-empowered cloud architecture based on secret sharing for smart city. Journal of Information Security and Applications, 2021, 57: 102686. 基於區塊鏈的智慧城市秘密共享雲架構
- Lin X, Wu J, Mumtaz S, et al. Blockchain-based on-demand computing resource trading in IoV-assisted smart city. IEEE Transactions on Emerging Topics in Computing, 2020, 9(3): 1373-1385. 基於區塊鏈的物聯網輔助智能城市按需計算資源交易
- Zhang W, Wu Z, Han G, et al. Ldc: A lightweight dada consensus algorithm based on the blockchain for the industrial internet of things for smart city applications. Future Generation Computer Systems, 2020, 108: 574-582. Ldc:一種基於區塊鏈的輕量級數據共識算法,用於工業物聯網智能城市應用
主流行業平台
京東智臻鏈
● 官網 https://blockchain.jd.com/
● 【京東智臻鏈自主創新與應用實踐】平台介紹https://syobserve.com/ppt/down/84 。智臻鏈為企業和開發者提供全方位、全生命周期的一站式區塊鏈解決方案。
● 【2020 京東區塊鏈技術實踐白皮書】224頁PDF,https://1cn9a51rqjf725dws347pvfp-wpengine.netdna-ssl.com/wp-content/uploads/2020/10/2020%E4%BA%AC%E4%B8%9C%E5%8C%BA%E5%9D%97%E9%93%BE%E6%8A%80%E6%9C%AF%E5%AE%9E%E8%B7%B5%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf
螞蟻鏈
● 官網:https://antchain.antgroup.com/
● 螞蟻鏈堅持核心技術突破,融合包括區塊鏈、AIOT、智能風控等技術,通過鏈接各個產業網絡,紮實解決行業實際問題,推動區塊鏈技術平民化。
● 【區塊鏈——螞蟻鏈亮相,開啟區塊鏈商用新紀元】,螞蟻鏈發展史、現狀,https://pdf.dfcfw.com/pdf/H3_AP202008051396517347_1.pdf?1596637180000.pdf
● 【區塊鏈 百鏈爭鋒,螞蟻鏈優勢與挑戰何在?】,螞蟻鏈競爭、挑戰,https://pdf.dfcfw.com/pdf/H3_AP202010291424687684_1.pdf?1604065235000.pdf
● 【螞蟻鏈落地場景與客戶案例精選】,https://gw.alipayobjects.com/os/bmw-prod/22c09247-b5e5-466b-8b83-32e919aad970.pdf
● 【螞蟻鏈 政務應用 白皮書】,https://gw.alipayobjects.com/os/bmw-prod/f3d7600b-5d5d-4c83-b7f3-7e5ee23b574e.pdf
騰訊區塊鏈
● 官網:https://trustsql.qq.com/
● 致力於打造數字經濟時代信任基石,以自主可控的區塊鏈基礎設施, 基於場景,提供性能領先、靈活高效、快速接入、合規安全的企業級區塊鏈解決方案。
● 【騰訊雲區塊鏈TBaaS 產品白皮書】,https://main.qcloudimg.com/raw/565be73decf6badd55779613908a3319/%E8%85%BE%E8%AE%AF%E4%BA%91%E5%8C%BA%E5%9D%97%E9%93%BETBaaS%E4%BA%A7%E5%93%81%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf
● 【2019騰訊區塊鏈白皮書】,https://main.qcloudimg.com/raw/55e6cfc4bf7df0e1a2f349204dbbcc32/2019%E8%85%BE%E8%AE%AF-%E5%8C%BA%E5%9D%97%E9%93%BE%E7%99%BD%E7%9A%AE%E4%B9%A6.pdf
百度超級鏈
● 官網:https://xuper.baidu.com/
● 超級鏈是百度現已開源、自主研發的區塊鏈底層技術,擁有鏈內並行技術、可插拔共識機製、一體化智能合約等多項國際領先技術,具備全球化部署能力。
● 【區塊鏈解決方案】,https://bce.bdstatic.com/portal/img/solution/blockchain/blockchain-manual_0e539947.pdf
● 【百度區塊鏈⽩⽪書V1.0 分析解讀】,http://xqdoc.imedao.com/16620150189d93fded2b4ed6.pdf
● 【區塊鏈數字版權應用白皮書】,http://pg.jrj.com.cn/acc/Res/CN_RES/INDUS/2019/12/31/ce93eed0-6894-49a8-a7c9-eed4ae82566a.pdf
平安壹賬鏈
● 官網:https://fimax.ocft.com/#/
● 壹賬鏈BaaS平台(Blockchain as a Service)是一種幫助用戶創建、管理和維護企業級區塊鏈網絡及應用的服務平台。它能夠提供生產級的運行管理,通過可視化的界麵實現區塊鏈網絡的快速構建、動態擴容、鏈碼管理、運行監控等功能。對於已完成自有區塊鏈部署的用戶,平台可支持多元異構的數據對接,如fabric、以太坊等,加強對上層產業應用的信息支撐,並可為企業客戶提供私有化部署服務。
● 【平安核心科技(二):平安區塊鏈(壹賬鏈)】,https://q.stock.sohu.com/newpdf/201833534683.pdf
● 【平安金融服務生態圈:金融壹賬通】,https://group.pingan.com/resource/pingan/IR-Docs/2018/pingan-investorday18-healthcare-ecosystem.pdf
華為雲區塊鏈
● 官網:https://www.huaweicloud.com/product/bcs.html
● 華為雲區塊鏈聚焦構建安全、可靠的區塊鏈基礎設施,讓企業、政府快速、高效的搭建區塊鏈網絡及行業應用,實現資金流、物流、信息流的可信快速流動,高效可信協同,助力降低協作成本,提升效率。
● 【華為區塊鏈白皮書 2021】,https://res-static.hc-cdn.cn/cloudbu-site/china/zh-cn/BCS/BCS2.0.pdf
● 【華為雲技術私享會——華為雲區塊鏈:助力企業區塊鏈創新】,https://itdks.su.bcebos.com/588dff1a29a94f4d941e9dcf90a92ca8.pdf
國家科技項目
- “區塊鏈”重點專項2021年度項目,國家重點研發計劃,http://kxjst.jiangsu.gov.cn/module/download/downfile.jsp?classid=0&filename=2ecd4e80cd7e4d45b76a08de801ddeb2.pdf
- 2020年度廣東省重點領域研發計劃“區塊鏈與金融科技”重點專項,http://gdstc.gd.gov.cn/pro/tzgg/content/post_2911402.html
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