تحلیل تحقیقات امنیت و حریم خصوصی حوزه بلاک‌چین: یک مطالعه علم سنجی

نوع مقاله : مقاله پژوهشی

نویسندگان

1 دانشکده مهندسی کامپیوتر، گروه مهندسی کامپیوتر، دانشگاه پیام نور، تهران، ایران

2 دانشجوی دکتری، دانشکده مهندسی کامپیوتر، گروه مهندسی کامپیوتر، دانشگاه اصفهان، اصفهان، ایران

3 دانشکده مهندسی کامپیوتر، گروه مهندسی کامپیوتر، دانشگاه اصفهان، اصفهان، ایران

4 گروه علم اطلاعات و دانش‌شناسی، دانشگاه پیام نور، تهران، ایران

چکیده

بلاک‌چین یک دفترکل دیجیتال توزیع‌شده و غیرقابل‌انکار است که تراکنش‌ها را در زنجیره‌ای از بلاک‌ها با امنیت بالا ذخیره می‌کند. بلاک‌چین توانایی حل مشکلات مربوط به امنیت و حریم خصوصی در دامنه‌های مختلف را دارد. هدف این پژوهش انجام یک مطالعه‌ی علم‌سنجی بر روی پژوهش‌های امنیت و حریم خصوصی حوزه بلاک‌چین در پایگاه Web of Science است تا تصویری عینی از وضعیت این پژوهش‌ها ارائه دهد. این پژوهش با بکارگیری فنون علم‌سنجی انجام شده است. جامعه‌ی پژوهش را تعداد 1226 رکوردی تشکیل می‌دهد که توسط پژوهشگران حوزه‌ی بلاک‌چین در زمینه امنیت و حریم خصوصی در نمایه‌نامه‌های Web of Science، در بازه‌ی پنج ساله (بین سال‌های 2015 تا 2019) وارد شده‌اند. در این مقاله، تاثیرگذارترین کشورها، شبکه همکاری بین کشورها و دانشگاه‌های برتر، برترین پژوهشگران، پرتکرارترین کلیدواژه‌ها و تحلیل خوشه‌ای کلیدواژه‌های این حوزه مورد بررسی قرار گرفته است. با توجه به نتایج حاصل از این پژوهش می‌توان چنین اظهار داشت که پژوهش‌های امنیت و حریم خصوصی حوزه بلاک‌چین در آی.اس.آی طی مدت این پنج سال رشد چشمگیری داشته است و از بلاک‌چین بیشتر برای حل مشکلات مربوط به امنیت و حریم خصوصی حوزه اینترنت اشیا و کاربردهای آن استفاده شده است.

کلیدواژه‌ها


عنوان مقاله [English]

Blockchain Security and Privacy Research Analysis: A bibliometric study

نویسندگان [English]

  • Hamed Barangi 1 2
  • Fatemeh Raji 3
  • Ali Akbar Khasseh 4
1 Faculty of Computer Engineering, Department of Computer Engineering, Payame Noor University, Tehran, Iran
2 PhD Student, Faculty of Computer Engineering, Department of Computer Engineering, University of Isfahan, Isfahan, Iran
3 Faculty of Computer Engineering, Department of Computer Engineering, University of Isfahan, Isfahan, Iran
4 Department of Information Science and Knowledge, Payame Noor University, Tehran, Iran
چکیده [English]

Blockchain is a distributed and undeniable digital ledger that stores transactions in a chain of high-security blocks. Blockchain solves security and privacy issues in different domains. This study aims to investigate a scientific study on blockchain security and privacy researches in Web of Science database to provide a concreter view of this research area using scientometric techniques. The research community has 1226 records, which have been indexed by blockchain researchers in the field of security and privacy over five years (between 2015 and 2019). In this article, the most influential countries, the network of cooperation between countries and top universities, top researchers, the most frequent keywords and cluster analysis of keywords in this field are examined. Based on the results of this study, it can be stated that security and privacy researches in the field of blockchain in ISI has been grown exponentially over the past five years, and blockchain has been mostly used to address security and privacy issues in IoT and its applications.

کلیدواژه‌ها [English]

  • Blockchain
  • Security
  • Privacy
  • Bibliometric
  • Content analysis
[1] Ismagilova E., Hughes L., Dwivedi Y.K., Raman K.R., “Smart cities: Advances in research—An information systems perspective”, International Journal of Information Management 47:88–100, 2019,https://doi.org/10.1016/j.ijinfomgt.2019.01.004.
[2] Nakamoto S., “Bitcoin: A peer-to-peer electronic cash system”, URL: http://www.bitcoin.org, 2008.
[3] Rajnak V., Puschmann T., “The impact of blockchain on business models in banking.” Information Systems and e-Business Management, 19: 809-861, 2020, https://doi.org/10.1007/s10257-020-00468-2.
[4] Bosu A., Iqbal A., Shahriyar R., Chakraborty P., “Understanding the motivations, challenges and needs of Blockchain software developers: a survey”, Empir Software Eng, 24:2636–2673, 2019, https://doi.org/10.1007/s10664-019-09708-7.
[5] Makridakis S., Christodoulou K., “Blockchain: Current Challenges and Future Prospects/Applications”, Future Internet, 11: 258, 2019, https://doi.org/10.3390/fi11120258.
[6] Ma Y., Sun Y., Lei Y., Qin N., Lu J., “A survey of blockchain technology on security, privacy, and trust in crowdsourcing services”, World Wide Web, 23:393–419, 2019, https://doi.org/10.1007/s11280-019-00735-4.
[7] Wu M., Wang K., Cai X., Guo S., Guo M., Rong C., “A Comprehensive Survey of Blockchain: From Theory to IoT Applications and Beyond”. IEEE Internet Things J. 6:8114–8154, 2019, https://doi.org/10.1109/JIOT.2019.2922538.
[8] Jaoude J. A., Saade R. G., “Blockchain Applications – Usage in Different Domains”, IEEE Access, 7:45360–45381, 2019, https://doi.org/10.1109/ACCESS.2019.2902501.
[9] Casino F., Dasaklis T. K., Patsakis C., “A systematic literature review of blockchain-based applications: Current status, classification and open issues”, Telematics and Informatics, 36: 55–81, 2019, https://doi.org/10.1016/j.tele.2018.11.006.
[10] Ferrag M.A., Derdour M., Mukherjee M., Derhab A., Maglaras L., Janicke H., “Blockchain Technologies for the Internet of Things: Research Issues and Challenges”, IEEE Internet of Things Journal, 6(2): 2188–2204, 2019,https://doi.org/10.1109/JIOT.2018.2882794.
[11] Lin W., Yin X., Wang S., Khosravi M. R., “A Blockchain-enabled decentralized settlement model for IoT data exchange services”, Wireless Networks, 2020, https://doi.org/10.1007/s11276-020-02345-9.
[12] Yohan A., Lo N.-W., “FOTB: a secure blockchain-based firmware update framework for IoT environment”, International Journal of Information Security, 19(3):257–278, 2019, https://doi.org/10.1007/s10207-019-00467-6.
[13] Cocco L., Pinna A., Marchesi M., “Banking on Blockchain: Costs Savings Thanks to the Blockchain Technology”, Future Internet, 9(3):25, 2017,https://doi.org/10.3390/fi9030025.
[14] Mendling J., Weber I., Aalst W.V.D., Brocke J.V., Cabanillas C., Daniel F., Debois S., Ciccio C.D., Dumas M., Dustdar S., Gal A., García-Bañuelos L., Governatori G., Hull R., Rosa M.L., Leopold H., Leymann F., Recker J., Reichert M., Reijers H.A., Rinderle-Ma S., Solti A., Rosemann M., Schulte S., Singh M.P., Slaats T., Staples M., Weber B., Weidlich M., Weske M., Xu X., Zhu L., “Blockchains for Business Process Management - Challenges and Opportunities”, ACM Transactions on Management Information Systems, 9(1):1–16, 2018, https://doi.org/10.1145/3183367.
[15] Rajnak V., Puschmann T., “The impact of blockchain on business models in banking”, Information Systems and e-Business Management, 2021, https://doi.org/10.1007/s10257-020-00468-2.
[16] Moniruzzaman M., Khezr S., Yassine A., Benlamri R., “Blockchain for smart homes: Review of current trends and research challenges”, Computers & Electrical Engineering 83:106585, 2020, https://doi.org/10.1016/j.compeleceng.2020.106585.
[17] Lei A., Cruickshank H., Cao Y., Asuquo P., Ogah C.P.A., Sun Z., “Blockchain-Based Dynamic Key Management for Heterogeneous Intelligent Transportation Systems”, IEEE Internet of Things Journal, 4(6):1832–1843, 2017, https://doi.org/10.1109/JIOT.2017.2740569.
[18] Agbo C.C., Mahmoud Q.H., “Blockchain in Healthcare: Opportunities, Challenges, and Possible Solutions”, International Journal of Healthcare Information Systems and Informatics, pp. 82–97, 2020, https://doi.org/10.4018/IJHISI.2020070105.
[19] Tripathi G., Ahad M.A., Paiva S., “S2HS- A blockchain based approach for smart healthcare system”, Healthcare, 8(1):100391, 2020, https://doi.org/10.1016/j.hjdsi.2019.100391.
[20] Li X., Jiang P., Chen T., Luo X., Wen Q., “A survey on the security of blockchain systems”, Future Generation Computer Systems, 107:841–853, 2020, https://doi.org/10.1016/j.future.2017.08.020.
[21] Zhang Q., Han Y., Su Z., Fang J., Liu Z., Wang K., “A storage architecture for high-throughput crop breeding data based on improved blockchain technology”, Computers and Electronics in Agriculture, 173:105395, 2020, https://doi.org/10.1016/j.compag.2020.105395.
[22] فرهمندپور ز.، نیک مهر ه.، منصوری زاده م.، طیب زاده قمصری ا.، «یک سیستم نوین هوشمند تشخیص هویت نویسنده فارسی زبان بر اساس سبک نوشتاری»، مجله محاسبات نرم، جلد 1، شماره 2، ص 35-26، 1391.
[23] Rouhani S., Deters R., “Security, Performance, and Applications of Smart Contracts: A Systematic Survey”, IEEE Access, 7:50759–50779, 2019, https://doi.org/10.1109/ACCESS.2019.2911031.
[24] Munford M., How I lost £25,000 when my cryptocurrency was stolen, 2019, URL: https://www.bbc.com/news/business-49177705.
[25] Gogo J., Hackers Move Another $800K in BTC Stolen From the 2016 Bitfinex Breach, 2020, URL: https://news.bitcoin.com/hackers-move-another-800k-in-btc-stolen-from-the-2016-bitfinex-breach/.
[26] Feng Q., He D., Zeadally S., Khan M.K., Kumar N., “A survey on privacy protection in blockchain system”, Journal of Network and Computer Applications, 126:45–58, 2019, https://doi.org/10.1016/j.jnca.2018.10.020.
[27] Joshi A. P., Han M., Wang Y., “A survey on security and privacy issues of blockchain technology”, Mathematical Foundations of Computing, 1(2):121–147, 2018, https://doi.org/10.3934/mfc.2018007.
[28] Çınar, İ. O., “Bibliometric analysis of breast cancer research in the period 2009–2018”, International Journal of Nursing Practice, 26(3), 2020, https://doi.org/10.1111/ijn.12845.
[29] Modak N.M., Merigó J.M., Weber R., Manzor F., Ortúzar J. de D., “Fifty years of Transportation Research journals: A bibliometric overview”, Transportation Research Part A: Policy and Practice, 120:188–223, 2019, https://doi.org/10.1016/j.tra.2018.11.015.
[30] Gil M., Wróbel K., Montewka J., Goerlandt F.,”A bibliometric analysis and systematic review of shipboard Decision Support Systems for accident prevention”, Safety Science, 128:104717, 2020, https://doi.org/10.1016/j.ssci.2020.104717.
[31] Kataria A., Kumar S., Sureka R., Gupta B., Forty years of Employee Relations – The International Journal: a bibliometric overview. ER 42:1205–1230, 2020.
[32] Firdaus A., Razak M. F. A., Feizollah A., Hashem I.A.T., Hazim M., Anuar N.B., “The rise of ‘blockchain’: bibliometric analysis of blockchain study”, Scientometrics, 120(3): 1289–1331, 2019, https://doi.org/10.1007/s11192-019-03170-4.
[33] Rouzbahani H. M., Karimipour H., Dehghantanha A., Parizi R. M., “Blockchain Applications in Power Systems: A Bibliometric Analysis, in: Advances in Information Security”, Springer International Publishing, pp. 129–145, 2020, https://doi.org/10.1007/978-3-030-38181-3_7.
[34] Merediz-Solà I., Bariviera A.F., “A bibliometric analysis of bitcoin scientific production”, Research in International Business and Finance, 50:294–305, 2019, https://doi.org/10.1016/j.ribaf.2019.06.008.
[35] Ramona O., Cristina M. S., Raluca S., “Bitcoin in the Scientific Literature – A Bibliometric Study”, Studies in Business and Economics, 14:160–174, 2019.
[36] Issac A. C., Baral R., “A trustworthy network or a technologically disguised scam”, Global Knowledge, Memory and Communication, 69(6/7):443-460, 2020.
[37] Zeng S., Ni X., Yuan Y., Wang F.-Y., “A Bibliometric Analysis of Blockchain Research”, IEEE Intelligent Vehicles Symposium (IV), 2018,https://doi.org/10.1109/IVS.2018.8500606.
[38] Kamran M., Khan H. U., Nisar W., Farooq M., Rehman S.-U., “Blockchain and Internet of Things: A bibliometric study”, Computers & Electrical Engineering, 81:106525, 2020, https://doi.org/10.1016/j.compeleceng.2019.106525.
[39] Dabbagh M., Sookhak M., Safa N. S., “The Evolution of Blockchain: A Bibliometric Study”, IEEE Access, 7:19212–19221, 2019, https://doi.org/10.1109/ACCESS.2019.2895646.
[40] Zhou L., Zhang L., Zhao Y., Zheng R., Song K., “A scientometric review of blockchain research”, Information Systems and e-Business Management, 19:757-787, 2020, https://doi.org/10.1007/s10257-020-00461-9.
[41] Sakhnini J., Karimipour H., Dehghantanha A., Parizi R. M., Srivastava G., “Security aspects of Internet of Things aided smart grids: A bibliometric survey”, Internet of Things, 14, 2021, https://doi.org/10.1016/j.iot.2019.100111.
[42] Nakhodchi S., Dehghantanha A., Karimipour H., “Privacy and Security in Smart and Precision Farming: A Bibliometric Analysis”, in: Handbook of Big Data Privacy. Springer International Publishing, pp. 305–318, 2020.
[43] Olle P., Rickard D., Wiborg S. J. “How to use Bibexcel for various types of bibliometric analysis”, In Celebrating scholarly communication studies: A Festschrift for Olle Persson at his 60th Birthday, ed. F. Åström, R. Danell, B. Larsen, J. Schneider, Leuven, Belgium: International Society for Scientometrics and Informetrics, pp. 9–24, 2009.
[44] Eck N. J. V., Waltman L., “Software survey: VOSviewer, a computer program for bibliometric mapping”, Scientometrics, 84: 523–538, 2010, https://doi.org/10.1007/s11192-009-0146-3.
[45] Wagner C. S., Whetsell T. A., Leydesdorff L., “Growth of international collaboration in science: revisiting six specialties”, Scientometrics, 110:1633–1652, 2017, https://doi.org/10.1007/s11192-016-2230-9.
[46] Adams J. D., Black G. C., Clemmons J. R., Stephan P. E., “Scientific teams and institutional collaborations: Evidence from U.S. universities, 1981–1999”, Research Policy, 34:259–285, 2005,https://doi.org/10.1016/j.respol.2005.01.014.
[47] Wagner C. S., Park H. W., Leydesdorff L., “The Continuing Growth of Global Cooperation Networks in Research: A Conundrum for National Governments”, PLoS ONE, 10, e0131816, 2015, https://doi.org/10.1371/journal.pone.0131816.
[48] Bornmann L., Wagner C., Leydesdorff L., “BRICS countries and scientific excellence: A bibliometric analysis of most frequently cited papers”, Journal of the Association for Information Science and Technology, 66(7):1507–1513, 2015, https://doi.org/10.1002/asi.23333.
[49] Cambrosio A., Limoges C., Courtial J. P., Laville F., “Historical scientometrics? Mapping over 70 years of biological safety research with coword analysis”, Scientometrics, 27:119–143, 1993, https://doi.org/10.1007/BF02016546.
[50] سیدی م.، شمسی م.، رسولی کناری ع.، «روشی جهت افزایش کیفیت سرویس در شبکه‌های درمانی حسگر بی‌سیم بدنی با ارایه پروتکلی در لایه پیوند مبتنی بر اینترنت اشیا»، مجله محاسبات نرم، جلد 7، شماره 1،ص 95-80، 1397.
[51] خراسانی‌فردوانی م.، رمضان‌پور م.، خورسند ر.، «ارائه یک الگوریتم مسیریابی چند مسیره انرژی کارا در سیستم‌های اینترنت اشیا»، مجله محاسبات نرم، جلد 7، شماره 1، ص 49-34، 1397.