Blockchain for internet of things: a survey
Open accessAbstract
Internet of Things (IoT) is reshaping the incumbent industry to smart industry featured with data-driven decision-making. However, intrinsic features of IoT result in a number of challenges, such as decentralization, poor interoperability, privacy, and security vulnerabilities. Blockchain technology brings the opportunities in addressing the challenges of IoT. In this paper, we investigate the integration of blockchain technology with IoT. We name such synthesis of blockchain and IoT as blockchain of things (BCoT). This paper presents an in-depth survey of BCoT and discusses the insights of this new paradigm. In particular, we first briefly introduce IoT and discuss the challenges of IoT. Then, we give an overview of blockchain technology. We next concentrate on introducing the convergence of blockchain and IoT and presenting the proposal of BCoT architecture. We further discuss the issues about using blockchain for fifth generation beyond in IoT as well as industrial applications of BCoT. Finally, we outline the open research directions in this promising area.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In supply chain management, blockchain-powered IoT solutions enhance transparency by tracking movement of goods and ensuring product origins, quality, and ethical sourcing throughout the supply chain.
“In supply chain management, blockchain-powered IoT solutions enhance transparency by tracking the movement of goods and ensuring product origins, quality, and ethical sourcing throughout the entire supply chain, as demonstrated by various pilot projects [16].”
From IoT and Blockchain for Support for Smart Contracts Through TpM (2025) · cites this paper as [16]
The Supply chain management section (p. 12) describes blockchain–IoT identification of parts as tamper-resistant and traceable, while the Food industry section (p. 12) describes tracing products from their sources and inspecting quality. These passages support transparency, provenance, and quality checks, but do not establish ethical sourcing or demonstrate those benefits throughout the entire supply chain. The paper discusses proposals and a prototype, rather than identifying them collectively as pilot projects. (LLM, conf=0.88)
Experimental — accuracy not yet measuredBlockchain's permission management capabilities empower users with greater control over their data, enhancing data ownership and privacy.
“In addition, users are empowered with greater control over their data through blockchain’s permission management capabilities.”
From IoT and Blockchain for Support for Smart Contracts Through TpM (2025) · cites this paper as [16]
The Taxonomy of Blockchain Systems (p. 7) says private and consortium blockchains can assign users different levels of permission to read data or initiate transactions. It does not say that users themselves manage those permissions or thereby gain greater control or ownership of their data. The discussion of privacy in Key Characteristics (p. 5) also cautions that blockchain provides only limited privacy. (LLM, conf=0.82)
Experimental — accuracy not yet measuredData collected by sensors can trigger execution of smart contracts, eliminating manual intervention and potential human error.
“Data collected by sensors can trigger the execution of smart contracts, eliminating the need for manual intervention and potential human error.”
From IoT and Blockchain for Support for Smart Contracts Through TpM (2025) · cites this paper as [16]
The Smart Contract section (p. 6) says that satisfying a condition automatically executes the corresponding contract function, and the Introduction (p. 1) links smart contracts to IoT interactions without human intervention. The cited passages do not specify that sensor-collected data triggers execution or say that automation eliminates potential human error. (LLM, conf=0.84)
Experimental — accuracy not yet measuredIntegrating smart contracts with IoT devices enables secure and automated decision-making based on predefined conditions.
“Integrating smart contracts with IoT devices enables secure and automated decision-making based on predefined conditions.”
From IoT and Blockchain for Support for Smart Contracts Through TpM (2025) · cites this paper as [16]
IoT devices are equipped with limited bandwidth capabilities.
“IoT devices are equipped with limited bandwidth capabilities [288].”
From A survey on the adoption of blockchain in IoT: challenges and solutions (2021) · cites this paper as [288]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A new coronavirus associated with human respiratory disease in China
Wu, F., Zhao, S., Yu, B., Chen, Y.-M., Wang, W., Song, Z.-G., Hu, Y., Tao, Z.-W., Tian, J.-H., Pei, Y.-Y., et al. (2020) · Nature · doi:10.1038/s41586-020-2008-3 · Cited by 11,688 · see citing works
Self-citationBlockchains and smart contracts for the internet of things
Christidis, K., & Devetsikiotis, M. (2016) · IEEE Access · doi:10.1109/access.2016.2566339 · Cited by 4,552 · see citing works
Wireless communications with unmanned aerial vehicles: opportunities and challenges
Zeng, Y., Zhang, R., & Lim, T. J. (2016) · IEEE Communications Magazine · doi:10.1109/mcom.2016.7470933 · Cited by 4,048 · see citing works
Practical Byzantine fault tolerance
Castro, M., & Liskov, B. H. (1999) · Operating Systems Design and Implementation · doi:10.5555/296806.296824 · Cited by 4,026 · see citing works
Blockchain challenges and opportunities: a survey
Zheng, Z., Xie, S., Dai, H. N., Chen, X., & Wang, H. (2018) · International Journal of Web and Grid Services · doi:10.1504/ijwgs.2018.095647 · Cited by 3,651 · see citing works
Self-citationLin, J., Yu, W., Zhang, N., Yang, X., Zhang, H., & Zhao, W. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2683200 · Cited by 2,793 · see citing works
Decentralizing Privacy: Using Blockchain to Protect Personal Data
Zyskind, G., Nathan, O., & Pentland, A. '. (2015) · 2015 IEEE Security and Privacy Workshops · doi:10.1109/spw.2015.27 · Cited by 2,617 · see citing works
Mobile Edge Computing: A Survey
Abbas, N., Zhang, Y., Taherkordi, A., & Skeie, T. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2750180 · Cited by 2,474 · see citing works
Self-citationThe Elliptic Curve Digital Signature Algorithm (ECDSA)
Johnson, D. B., Menezes, A., & Vanstone, S. A. (2001) · International Journal of Information Security · doi:10.1007/s102070100002 · Cited by 2,254 · see citing works
1 Blockchain’s roles in meeting key supply chain management objectives
Kshetri, N. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2017.12.005 · Cited by 2,149 · see citing works
On blockchain and its integration with IoT. Challenges and opportunities
Reyna, A., Martín, C., Chen, J., Soler, E., & Díaz, M. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.05.046 · Cited by 1,908 · see citing works
Blockchain for IoT security and privacy: The case study of a smart home
Dorri, A., Kanhere, S. S., Jurdak, R., & Gauravaram, P. (2017) · 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomw.2017.7917634 · Cited by 1,843 · cited 1× · see citing works
“For example, the work of [2] presents a smart home application of using blockchains for IoT.”
BackgroundA Survey on the Security of Blockchain Systems
Li, X., Jiang, P., Chen, T., Luo, X., & Wen, Q. (2020) · Future Generation Computer Systems · doi:10.1016/j.future.2017.08.020 · Cited by 1,772 · see citing works
A comparative study of LPWAN technologies for large-scale IoT deployment
Mekki, K., Bajic, E., Chaxel, F., & Meyer, F. (2018) · ICT Express · doi:10.1016/j.icte.2017.12.005 · Cited by 1,557 · see citing works
Algorand: Scaling Byzantine Agreements for Cryptocurrencies
Gilad, Y., Hemo, R., Micali, S., Vlachos, G., & Zeldovich, N. (2017) · Proceedings of the 26th Symposium on Operating Systems Principles · doi:10.1145/3132747.3132757 · Cited by 1,499 · see citing works
On the features and challenges of security and privacy in distributed internet of things
Román, R., Zhou, J., & López, J. (2013) · Computer Networks · doi:10.1016/j.comnet.2012.12.018 · Cited by 1,471 · see citing works
A Secure Sharding Protocol For Open Blockchains
Luu, L., Narayanan, V., Zheng, C., Baweja, K., Gilbert, S. L., & Saxena, P. (2016) · ACM SIGSAC Conference on Computer and Communications Security (CCS) · doi:10.1145/2976749.2978389 · Cited by 1,457 · see citing works
UAV Communications for 5G and Beyond: Recent Advances and Future Trends
Li, B., Fei, Z., & Zhang, Y. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2887086 · Cited by 1,377 · see citing works
Self-citationKusiak, A. (2018) · International Journal of Production Research · doi:10.1080/00207543.2017.1351644 · Cited by 1,330 · see citing works
Aitzhan, N. Z., & Svetinovic, D. (2018) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2016.2616861 · Cited by 1,297 · see citing works
A Survey on Security and Privacy Issues in Internet-of-Things
Yang, Y., Wu, L., Yin, G., Li, L., & Zhao, H. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2694844 · Cited by 1,280 · see citing works
An overview on smart contracts: Challenges, advances and platforms
Zheng, Z., Xie, S., Dai, H., Chen, W., Chen, X., Weng, J., & Imran, M. A. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.12.019 · Cited by 1,242 · see citing works
Self-citationOn Scaling Decentralized Blockchains
Croman, K., Decker, C., Eyal, I., Gencer, A. E., Juels, A., Kosba, A. E., Miller, A. E., Saxena, P., Shi, E., Sirer, E. G., et al. (2016) · Lecture notes in computer science · doi:10.1007/978-3-662-53357-4_8 · Cited by 1,199 · see citing works
Untangling Blockchain: A Data Processing View of Blockchain Systems
Dinh, T. T. A., Liu, R. Z. Z., Zhang, M., Chen, G., Ooi, B. C., & Wang, J. (2018) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2017.2781227 · Cited by 1,189 · see citing works
Kang, J., Yu, R., Huang, X., Maharjan, S., Zhang, Y., & Hossain, E. (2017) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2017.2709784 · Cited by 1,141 · see citing works
Self-citationA Survey on Security and Privacy Issues of Bitcoin
Conti, M., Sandeep Kumar, E., Lal, C., & Ruj, S. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2842460 · Cited by 1,116 · see citing works
Network Slicing and Softwarization: A Survey on Principles, Enabling Technologies, and Solutions
Afolabi, I., Taleb, T., Samdanis, K., Ksentini, A., & Flinck, H. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2815638 · Cited by 1,078 · see citing works
A Review on the Use of Blockchain for the Internet of Things
Fernandez-Carames, T. M., & Fraga-Lamas, P. (2018) · IEEE Access · doi:10.1109/access.2018.2842685 · Cited by 1,078 · see citing works
Blockchain-based decentralized trust management in vehicular networks
Yang, Z., Yang, K., Lei, L., Zheng, K., & Leung, V. C. M. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2836144 · Cited by 932 · see citing works
Healthcare blockchain system using smart contracts for secure automated remote patient monitoring
Griggs, K. N., Ossipova, O., Kohlios, C. P., Baccarini, A. N., Howson, E. A., & Hayajneh, T. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-0982-x · Cited by 926 · see citing works
Peer-to-Peer energy trading in a Microgrid
Zhang, C., Wu, J., Zhou, Y., Cheng, M., & Long, C. (2018) · Applied Energy · doi:10.1016/j.apenergy.2018.03.010 · Cited by 922 · see citing works
Collaborative Mobile Edge Computing in 5G Networks: New Paradigms, Scenarios, and Challenges
Tran, T. X., Hajisami, A., Pandey, P., & Pompili, D. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1600863 · Cited by 874 · see citing works
Blockchain: A Panacea for Healthcare Cloud-Based Data Security and Privacy?
Esposito, C., Santis, A. D., Tortora, G., Chang, H., & Choo, K. R. (2018) · IEEE Cloud Computing · doi:10.1109/mcc.2018.011791712 · Cited by 857 · see citing works
Applications of Blockchains in the Internet of Things: A Comprehensive Survey
Ali, M. S., Vecchio, M., Pincheira, M., Dolui, K., Antonelli, F., & Rehmani, M. H. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2886932 · Cited by 855 · see citing works
Dinh, T. T. A., Wang, J., Chen, G., Liu, R. Z. Z., Ooi, B. C., & Tan, K. (2017) · ACM SIGMOD International Conference on Management of Data (SIGMOD) · doi:10.1145/3035918.3064033 · Cited by 824 · see citing works
Blockchain for Secure and Efficient Data Sharing in Vehicular Edge Computing and Networks
Kang, J., Yu, R., Huang, X., Wu, M., Maharjan, S., Xie, S., & Zhang, Y. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2875542 · Cited by 808 · see citing works
Self-citationA Taxonomy of Blockchain-Based Systems for Architecture Design
Xu, X., Weber, I. M., Staples, M., Zhu, L., Bosch, J., Bass, L., Pautasso, C., & Rimba, P. (2017) · IEEE International Conference on Software Architecture (ICSA) · doi:10.1109/icsa.2017.33 · Cited by 769 · see citing works
Blockchain for the Internet of Things: A systematic literature review
Conoscenti, M., Vetro, A., & De Martin, J. C. (2016) · 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA) · doi:10.1109/aiccsa.2016.7945805 · Cited by 769 · see citing works
Blockchain and IoT Integration: A Systematic Survey
Panarello, A., Tapas, N., Merlino, G., Longo, F., & Puliafito, A. (2018) · Sensors · doi:10.3390/s18082575 · Cited by 756 · see citing works
Liang, X., Shetty, S. S., Tosh, D. K., Kamhoua, C., Kwiat, K., & Njilla, L. (2017) · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) · doi:10.1109/ccgrid.2017.8 · Cited by 745 · see citing works
Security and Privacy for Cloud-Based IoT: Challenges
Zhou, J., Cao, Z., Dong, X., & Vasilakos, A. V. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1600363cm · Cited by 667 · see citing works
Toward an ontology‐driven blockchain design for supply‐chain provenance
Kim, H. M., & Laskowski, M. (2018) · Intelligent Systems in Accounting, Finance and Management · doi:10.1002/isaf.1424 · Cited by 652 · cited 1× · see citing works
“Moreover, the work of [72] presents a traceability ontology with the integration of IoT and blockchain technologies based on”
BackgroundBlockchain Based Decentralized Management of Demand Response Programs in Smart Energy Grids
Pop, C. D., Cioara, T., Antal, C., Anghel, I. M., Salomie, I., & Bertoncini, M. (2018) · Sensors · doi:10.3390/s18010162 · Cited by 622 · see citing works
A blockchain future for internet of things security: a position paper
Banerjee, M., Lee, J., & Choo, K.-K. R. (2018) · Digital Communications and Networks · doi:10.1016/j.dcan.2017.10.006 · Cited by 585 · see citing works
When Mobile Blockchain Meets Edge Computing
Xiong, Z., Zhang, Y., Niyato, D. T., Wang, P., & Han, Z. (2018) · IEEE Communications Magazine · doi:10.1109/mcom.2018.1701095 · Cited by 570 · see citing works
Self-citationWhy Do Businesses Go Crypto? An Empirical Analysis of Initial Coin Offerings
Adhami, S., Giudici, G., & Martinazzi, S. (2017) · Journal of Economics and Business · doi:10.1016/j.jeconbus.2018.04.001 · Cited by 556 · see citing works
The IoT electric business model: Using blockchain technology for the internet of things
Zhang, Y., & Wen, J. (2016) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-016-0456-1 · Cited by 554 · see citing works
Self-citationAdaptable Blockchain-Based Systems: A Case Study for Product Traceability
Lu, Q., & Xu, X. (2017) · IEEE Software · doi:10.1109/ms.2017.4121227 · Cited by 483 · see citing works
Hijacking Bitcoin: Routing Attacks on Cryptocurrencies
Apostolaki, M. D., Zohar, A., & Vanbever, L. (2017) · Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · doi:10.1109/sp.2017.29 · Cited by 476 · see citing works
Joint Load Balancing and Offloading in Vehicular Edge Computing and Networks
Dai, Y., Xu, D., Maharjan, S., & Zhang, Y. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2876298 · Cited by 467 · see citing works
Self-citationNarrow Band Internet of Things
Chen, M., Miao, Y., Hao, Y., & Hwang, K. (2017) · IEEE Access · doi:10.1109/access.2017.2751586 · Cited by 459 · see citing works
Distblocknet: a distributed blockchains-based secure SDN architecture for IoT networks
Sharma, P. K., Singh, S., Jeong, Y.-S., & Park, J. H. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1700041 · Cited by 428 · see citing works
Detecting Ponzi Schemes on Ethereum
Chen, W., Zheng, Z., Cui, J., Ngai, E. C. ‐., Zheng, P., & Zhou, Y. (2018) · International World Wide Web Conference (WWW) · doi:10.1145/3178876.3186046 · Cited by 407 · see citing works
Self-citationSoftware-Defined Networking for Internet of Things: A Survey
Bera, S., Misra, S., & Vasilakos, A. V. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2746186 · Cited by 396 · see citing works
Food Safety Traceability System Based on Blockchain and EPCIS
Lin, Q., Wang, H., Pei, X.-F., & Wang, J. (2019) · IEEE Access · doi:10.1109/access.2019.2897792 · Cited by 393 · see citing works
Blockchain-Enabled Security in Electric Vehicles Cloud and Edge Computing
Liu, H., Zhang, Y., & Yang, T. (2018) · IEEE Network · doi:10.1109/mnet.2018.1700344 · Cited by 381 · see citing works
Self-citationJoint Computation Offloading and User Association in Multi-Task Mobile Edge Computing
Dai, Y., Xu, D., Maharjan, S., & Zhang, Y. (2018) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2018.2876804 · Cited by 373 · see citing works
Self-citationZhou, Z., Liu, P., Feng, J., Zhang, Y., Mumtaz, S., & Rodrı́guez, J. (2019) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2019.2894851 · Cited by 369 · see citing works
Self-citationBlockchain and Deep Reinforcement Learning Empowered Intelligent 5G Beyond
Dai, Y., Xu, D., Maharjan, S., Chen, Z., He, Q., & Zhang, Y. (2019) · IEEE Network · doi:10.1109/mnet.2019.1800376 · Cited by 355 · see citing works
Self-citationBlockchain application in food supply information security
Tse, D. W. K., Zhang, B., Yang, Y.-C. B., Cheng, C., & Mu, H. (2017) · doi:10.1109/ieem.2017.8290114 · Cited by 347 · see citing works
A Blockchain-Based Solution for Enhancing Security and Privacy in Smart Factory
Wan, J., Li, J., Imran, M. A., Li, D., & Amin, F.-E. (2019) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2019.2894573 · Cited by 347 · see citing works
WirelessHART Versus ISA100.11a: The Format War Hits the Factory Floor
Petersen, S., & Carlsen, S. (2011) · IEEE Industrial Electronics Magazine · doi:10.1109/mie.2011.943023 · Cited by 336 · see citing works
Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges, and Opportunities
Cheng, N., Xu, W., Shi, W., et al. (2018) · IEEE Communications Magazine · doi:10.1109/mcom.2018.1701092 · Cited by 328 · see citing works
Inclusive Block Chain Protocols
Lewenberg, Y., Sompolinsky, Y., & Zohar, A. (2015) · Lecture notes in computer science · doi:10.1007/978-3-662-47854-7_33 · Cited by 311 · see citing works
Artificial Intelligence Empowered Edge Computing and Caching for Internet of Vehicles
Dai, Y., Xu, D., Maharjan, S., et al. (2019) · IEEE Wireless Communications · doi:10.1109/mwc.2019.1800411 · Cited by 302 · see citing works
An IoT electric business model based on the protocol of bitcoin
Zhang, Y., & Wen, J. (2015) · International Conference on Intelligence in Next Generation Networks · doi:10.1109/icin.2015.7073830 · Cited by 265 · see citing works
Self-citationThe acceptance of blockchain technology in meat traceability and transparency
Sander, F., Semeijn, J., & Mahr, D. (2018) · British Food Journal · doi:10.1108/bfj-07-2017-0365 · Cited by 262 · see citing works
Cooperative Jamming for Physical Layer Security Enhancement in Internet of Things
Hu, L., Wen, H., Wu, B., et al. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2778185 · Cited by 250 · see citing works
Manufacturing Analytics and Industrial Internet of Things
Lade, P., Ghosh, R., & Srinivasan, S. (2017) · IEEE Intelligent Systems · doi:10.1109/mis.2017.49 · Cited by 246 · see citing works
Liu, M., Yu, F. R., Teng, Y., Leung, V. C. M., & Song, M. N. (2018) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2018.2866365 · Cited by 243 · see citing works
Multitier Fog Computing With Large-Scale IoT Data Analytics for Smart Cities
He, J., Wei, J., Chen, K., Tang, Z., Zhou, Y., & Zhang, K. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2724845 · Cited by 241 · see citing works
Ambient Backscatter Assisted Wireless Powered Communications
Lu, X., Niyato, D. T., Jiang, H., et al. (2018) · IEEE Wireless Communications · doi:10.1109/mwc.2017.1600398 · Cited by 232 · see citing works
A Decentralised Sharing App running a Smart Contract on the Ethereum Blockchain
Bogner, A., Chanson, M., & Meeuw, A. (2016) · International Conference on the Internet of Things (IoT) · doi:10.1145/2991561.2998465 · Cited by 207 · see citing works
IoT devices and applications based on LoRa/LoRaWAN
Khutsoane, O., Isong, B. E., & Abu-Mahfouz, A. M. I. (2017) · Annual Conference of the IEEE Industrial Electronics Society (IECON) · doi:10.1109/iecon.2017.8217061 · Cited by 207 · see citing works
Kotobi, K., & Bilén, S. G. (2018) · IEEE Vehicular Technology Magazine · doi:10.1109/mvt.2017.2740458 · Cited by 203 · see citing works
Evaluation of Logic-Based Smart Contracts for Blockchain Systems
Idelberger, F., Governatori, G., Riveret, R., & Sartor, G. (2016) · International Web Rule Symposium · doi:10.1007/978-3-319-42019-6_11 · Cited by 200 · see citing works
MEETS: Maximal Energy Efficient Task Scheduling in Homogeneous Fog Networks
Yang, Y., Wang, K., Zhang, G., Chen, X., Luo, X., & Zhou, M. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2846644 · Cited by 190 · see citing works
Blockchain-Based Mobile Edge Computing Framework for Secure Therapy Applications
Rahman, M. A., Hossain, M. S., Loukas, G., Hassanain, E., Rahman, S. S., Alhamid, M. F., & Guizani, M. (2018) · IEEE Access · doi:10.1109/access.2018.2881246 · Cited by 184 · see citing works
Fan, K., Ren, Y., Wang, Y., Li, H., & Yang, Y. (2018) · IET Communications · doi:10.1049/iet-com.2017.0619 · Cited by 177 · see citing works
Detecting and tracking vehicles in traffic by unmanned aerial vehicles
Wang, L., Chen, F., & Yin, H. (2016) · Automation in Construction · doi:10.1016/j.autcon.2016.05.008 · Cited by 149 · see citing works
Chen, C.-H., Lin, M., & Liu, C.-C. (2018) · IEEE Network · doi:10.1109/mnet.2018.1700146 · Cited by 149 · see citing works
A Decentralizing Attribute-Based Signature for Healthcare Blockchain
Sun, Y., Zhang, R., Wang, X., Gao, K., & Liu, L. (2018) · International Conference on Computer Communications and Networks (ICCCN) · doi:10.1109/icccn.2018.8487349 · Cited by 140 · see citing works
Securing Internet of Things with Software Defined Networking
Kalkan, K., & Zeadally, S. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1700714 · Cited by 136 · see citing works
Mobile big data fault-tolerant processing for ehealth networks
Wang, K., Shao, Y. F., Shu, L., Zhu, C., & Zhang, Y. (2016) · IEEE Network · doi:10.1109/mnet.2016.7389829 · Cited by 135 · see citing works
Self-citationBig Data Analytics for Large-scale Wireless Networks
Dai, H., Wong, R. C.-W., Wang, H. H., Zheng, Z., & Vasilakos, A. V. (2019) · ACM Computing Surveys · doi:10.1145/3337065 · Cited by 131 · see citing works
Self-citationBlockchain for Business Applications: A Systematic Literature Review
Konstantinidis, I., Siaminos, G., Timplalexis, C., Zervas, P., Peristeras, V., & Decker, S. (2018) · Lecture notes in business information processing · doi:10.1007/978-3-319-93931-5_28 · Cited by 128 · see citing works
Blockchain-based protocol of autonomous business activity for multi-agent systems consisting of UAVs
Kapitonov, A., Lonshakov, S., Krupenkin, A., & Berman, I. (2017) · 2017 Workshop on Research, Education and Development of Unmanned Aerial Systems (RED-UAS) · doi:10.1109/red-uas.2017.8101648 · Cited by 127 · see citing works
Virtualization for Distributed Ledger Technology (vDLT)
Yu, F. R., Liu, J., He, Y., Si, P., & Zhang, Y. (2018) · IEEE Access · doi:10.1109/access.2018.2829141 · Cited by 126 · see citing works
Self-citationLoRa-Key: Secure Key Generation System for LoRa-Based Network
Xu, W., Jha, S. K., & Hu, W. S. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2888553 · Cited by 125 · see citing works
Cloud Manufacturing: Security, Privacy, and Forensic Concerns
Esposito, C., Castiglione, A., Martini, B., & Choo, K. R. (2016) · IEEE Cloud Computing · doi:10.1109/mcc.2016.79 · Cited by 122 · see citing works
Trusted 5G Vehicular Networks: Blockchains and Content-Centric Networking
Ortega, V., Bouchmal, F., & Monserrat, J. F. (2018) · IEEE Vehicular Technology Magazine · doi:10.1109/mvt.2018.2813422 · Cited by 121 · see citing works
Blockchains and Online Dispute Resolution: Smart Contracts as an Alternative to Enforcement
Koulu, R. (2016) · SCRIPTed A Journal of Law Technology & Society · doi:10.2966/scrip.130116.40 · Cited by 117 · see citing works
MOF-BC: A memory optimized and flexible blockchain for large scale networks
Dorri, A., Kanhere, S. S., & Jurdak, R. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2018.10.002 · Cited by 110 · see citing works
Analysis of the XRP Ledger Consensus ProtocolPreprint
Chase, B., & MacBrough, E. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1802.07242 · Cited by 104 · see citing works
Catalyzing Cloud-Fog Interoperation in 5G Wireless Networks: An SDN Approach
Yang, P., Zhang, N., Bi, Y., Yu, L. C., & Shen, X. (2017) · IEEE Network · doi:10.1109/mnet.2017.1600078 · Cited by 102 · see citing works
Cloud Computing for Cloud Manufacturing: Benefits and Limitations
Wang, P., Gao, R. X., & Fan, Z. (2015) · Journal of Manufacturing Science and Engineering · doi:10.1115/1.4030209 · Cited by 96 · see citing works
The evolution of the bitcoin economy
Tasca, P., Hayes, A. S., & Liu, S. (2018) · The Journal of Risk Finance · doi:10.1108/jrf-03-2017-0059 · Cited by 95 · see citing works
PrivTrie: Effective Frequent Term Discovery under Local Differential Privacy
Wang, N., Xiao, X., Yang, Y., Ta, H., Shin, H., Shin, J., & Yu, G. (2018) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2018.00079 · Cited by 93 · see citing works
Life Cycle of Smart Contracts in Blockchain Ecosystems
Sillaber, C., & Waltl, B. (2017) · Datenschutz und Datensicherheit - DuD · doi:10.1007/s11623-017-0819-7 · Cited by 92 · see citing works
Dynamics of Blockchain Implementation - A Case Study from the Energy Sector
Albrecht, S., Reichert, S., Schmid, J., Strüker, J., Neumann, D., & Fridgen, G. (2018) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2018.446 · Cited by 85 · see citing works
An Online Identity and Smart Contract Management System
Yasin, A., & Liu, L. (2016) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/compsac.2016.2 · Cited by 76 · see citing works
A Blockchain and AutoML Approach for Open and Automated Customer Service
Li, Z., Guo, H., Wang, W. M., Guan, Y., Barenji, A. V., Huang, G. Q., McFall, K. S., & Chen, X. (2019) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2019.2900987 · Cited by 76 · see citing works
Tracking Bitcoin Users Activity Using Community Detection on a Network of Weak Signals
Cazabet, R., Rym, B., & Matthieu Latapy, B. (2017) · Studies in computational intelligence · doi:10.1007/978-3-319-72150-7_14 · Cited by 75 · see citing works
Blockchain and Big Data to Transform the Healthcare
Bhuiyan, M. Z. A., Zaman, A., Wang, T., Wang, G., Hai, T., & Hassan, M. M. (2018) · doi:10.1145/3224207.3224220 · Cited by 74 · see citing works
How to make a digital currency on a blockchain stable
Saito, K., & Iwamura, M. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.05.019 · Cited by 70 · see citing works
Bettín-Díaz, R., Rojas, A. E., & Mejía-Moncayo, C. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-95165-2_2 · Cited by 69 · see citing works
SABRE: Protecting Bitcoin against Routing Attacks
Apostolaki, M. D., Marti, G., Muller, J., et al. (2019) · Network and Distributed System Security Symposium · doi:10.14722/ndss.2019.23252 · Cited by 68 · see citing works
Securing configuration management and migration of virtual network functions using blockchain
Alvarenga, I. D., Rebello, G. A. F., & Duarte, O. C. M. B. (2018) · IEEE/IFIP Network Operations and Management Symposium (NOMS) · doi:10.1109/noms.2018.8406249 · Cited by 63 · see citing works
An Empirical Analysis of Traceability in the Monero Blockchain
Möser, M., Soska, K., Heilman, E., Lee, K., Heffan, H., Srivastava, S., Hogan, K., Hennessey, J., Miller, A. E., Narayanan, A., et al. (2018) · Proceedings on Privacy Enhancing Technologies · doi:10.1515/popets-2018-0025 · Cited by 58 · see citing works
Analysis of Blockchain Use Cases in the Citizens Broadband Radio Service Spectrum Sharing Concept
Yrjölä, S. (2018) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-319-76207-4_11 · Cited by 35 · see citing works
An Analytical Study on Eavesdropping Attacks in Wireless Nets of Things
Li, X., Wang, H. H., Dai, H., Wang, Y., & Zhao, Q. (2016) · Mobile Information Systems · doi:10.1155/2016/4313475 · Cited by 29 · see citing works
Self-citationNext generation of radio spectrum management: Licensed shared access for 5G
Massaro, M. A. (2017) · Telecommunications Policy · doi:10.1016/j.telpol.2017.04.003 · Cited by 25 · see citing works
A Business-Oriented Schema for Blockchain Network Operation
He, S., Xing, C., & Zhang, L. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-94478-4_21 · Cited by 14 · see citing works
Kure, E. H. H., Engelstad, P. E., Maharjan, S., et al. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2886703 · Cited by 13 · see citing works
Flagged first, then by citations
Research works printed but not linked: 9
- [28][28] S. S. Chawathe, Clustering Blockchain Data . Cham: Springer International Publishing, 2019, pp. 43-72. -
- [29][29] J. Ream, Y. Chu, and D. Schatsky, 'Upgrading blockchains: Smart contract use cases in industry,' Deloitte Press, 2016. [Online]. Available: https://www2.deloitte.com/insights/us/en/focus/ signals-for-strategists/using-blockchain-for-smart-contracts.html -
- [48][48] R. Saracco, 'Let's start talking about 6G!' http://sites.ieee.org/ futuredirections/2018/01/25/lets-start-talking-about-6g/, Tech. Rep., January 2018. -
- [74][74] J. Huang, L. Kong, H.-N. Dai, W. Ding, L. Cheng, G. Chen, X. Jin, and P. Zeng, 'Blockchain based mobile crowd sensing in industrial systems,' IEEE Transactions on Industrial Informatics , pp. 1-1, 2020. -
- [77][77] A. Tapscott and D. Tapscott, 'How blockchain is changing finance,' Harvard Business Review , vol. 1, 2017. -
- [81][81] F. Tian, 'An agri-food supply chain traceability system for china based on rfid amp;amp; blockchain technology,' in 13th International Conference on Service Systems and Service Management (ICSSSM) , 2016, pp. 1-6. -
- [86][86] Z. Li, J. Kang, R. Yu, D. Ye, Q. Deng, and Y. Zhang, 'Consortium Blockchain for Secure Energy Trading in Industrial Internet of Things,' IEEE Transactions on Industrial Informatics , vol. 14, no. 8, pp. 36903700, Aug 2018. -
- [125][125] D. G. Glover and J. Hermans, 'Improving the traceability of the clinical trial supply chain,' Applied Clinical Trials , vol. 26, no. 11, pp. 36-38, November 2017. [Online]. Available: https: //search.proquest.com/docview/1984377517?accountid=28120 -
- [134][134] J. Vermeulen, 'Bitcoin and Ethereum vs Visa and PayPal Transactions per second,' Altcoin Today , April 2017. [Online]. Available: http://www.altcointoday.com/ bitcoin-ethereum-vs-visa-paypal-transactions-per-second/ -
Cited by
Sorted by citations
Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles
Lu, Y., Huang, X., Zhang, K., Maharjan, S., & Zhang, Y. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.2973651 · Cited by 733 · see citing works
Self-citationSecurity and Privacy for 6G: A Survey on Prospective Technologies and Challenges
Nguyen, V.-L., Lin, P.-C., Cheng, B.-C., Hwang, R.-H., & Lin, Y.-D. (2021) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2021.3108618 · Cited by 515 · see citing works
Privacy-Preserving Solutions for Blockchain: Review and Challenges
Bernal Bernabe, J., Canovas, J. L., Hernandez-Ramos, J. L., Torres Moreno, R., & Skarmeta, A. (2019) · IEEE Access · doi:10.1109/access.2019.2950872 · Cited by 430 · see citing works
“Another recent survey is proposed in [164], which highlights the”
BackgroundBlockchain applications for industry 4.0 and industrial IoT: a review
Alladi, T., Chamola, V., Parizi, R. M., & Choo, K.-K. R. (2019) · IEEE Access · doi:10.1109/access.2019.2956748 · Cited by 382 · see citing works
A survey on the adoption of blockchain in IoT: challenges and solutions
Uddin, M. A., Stranieri, A., Gondal, I., & Balasubramanian, V. (2021) · Blockchain: Research and Applications · doi:10.1016/j.bcra.2021.100006 · Cited by 365 · see citing works
Kumar, P., Kumar, R., Srivastava, G., Gupta, G. P., Tripathi, R., Gadekallu, T. R., & Xiong, N. N. (2021) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2021.3089435 · Cited by 360 · see citing works
A Survey on Digital Twin for Industrial Internet of Things: Applications, Technologies and Tools
Xu, H., Wu, J., Pan, Q., Guan, X., & Guizani, M. (2023) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2023.3297395 · Cited by 304 · see citing works
Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey
Nguyen, D. C., Ding, M., Pathirana, P. N., & Seneviratne, A. (2021) · IEEE Access · doi:10.1109/access.2021.3093633 · Cited by 286 · see citing works
Blockchain for Edge of Things: Applications, Opportunities, and Challenges
Gadekallu, T. R., Pham, Q.-V., Nguyen, D. C., Maddikunta, P. K. R., Deepa, N., Prabadevi, B., Pathirana, P. N., Zhao, J., & Hwang, W.-J. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3119639 · Cited by 217 · see citing works
Ali, M., Karimipour, H., & Tariq, M. (2021) · Computers & Security · doi:10.1016/j.cose.2021.102355 · Cited by 177 · see citing works
A Review of Blockchain in Internet of Things and AI
Atlam, H. F., Azad, M. A., Alzahrani, A. G., & Wills, G. (2020) · Big Data and Cognitive Computing · doi:10.3390/bdcc4040028 · Cited by 169 · see citing works
Blockchain-Enabled Internet of Medical Things to Combat COVID-19
Dai, H.-N., Imran, M., & Haider, N. (2020) · IEEE Internet of Things Magazine · doi:10.1109/iotm.0001.2000087 · Cited by 122 · see citing works
Self-citationA Decentralized Federated Learning Approach for Connected Autonomous Vehicles
Pokhrel, S. R., & Choi, J. (2020) · 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW) · doi:10.1109/wcncw48565.2020.9124733 · Cited by 102 · see citing works
Zerka, F., Urovi, V., Vaidyanathan, A., Barakat, S., Leijenaar, R. T. H., Walsh, S., Gabrani-Juma, H., Miraglio, B., Woodruff, H. C., Dumontier, M., et al. (2020) · IEEE Access · doi:10.1109/access.2020.3029445 · Cited by 89 · see citing works
Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach
Liu, Y., Wang, K., Qian, K., Du, M., & Guo, S. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2954128 · Cited by 82 · see citing works
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging
Kumar, R., Khan, A. A., Kumar, J., Zakria, Golilarz, N. A., Zhang, S., Ting, Y., Zheng, C., & Wang, W. (2021) · IEEE Sensors Journal · doi:10.1109/jsen.2021.3076767 · Cited by 57 · see citing works
Security Issues and Software Updates Management in the Industrial Internet of Things (IIoT) Era
Mugarza, I., Flores, J. L., & Montero, J. L. (2020) · Sensors · doi:10.3390/s20247160 · Cited by 65 · see citing works
Considerations for a more ethical approach to data in AI: On data representation and infrastructure
Baird, A., & Schuller, B. (2020) · Frontiers in Big Data · doi:10.3389/fdata.2020.00025 · Cited by 46 · see citing works
A scalable blockchain-based scheme for traffic-related data sharing in VANETs
Diallo, E.-H., Dib, O., & Al Agha, K. (2022) · Blockchain: Research and Applications · doi:10.1016/j.bcra.2022.100087 · Cited by 33 · see citing works
Guan, Y., Wen, P., Li, J., Zhang, J., & Xie, X. (2024) · Tsinghua Science and Technology · doi:10.26599/tst.2022.9010016 · Cited by 22 · see citing works
Alam, T. (2021) · Informatica · doi:10.31449/inf.v45i3.3573 · Cited by 14 · see citing works
IoT and Blockchain for Support for Smart Contracts Through TpM
Yamaguti, R., Ferreira, L. C. B. C., Lui Motta, L., Montali Assumpção, R., Branquinho, O. C., Iervolino, G., & Cardieri, P. (2025) · Sensors · doi:10.3390/s25165001 · Cited by 4 · see citing works
“In supply chain management, blockchain-powered IoT solutions enhance transparency by tracking the movement of goods and ensuring product origins, quality, and ethical sourcing throughout the entire supply chain, as demonstrated by various pilot projects [16].”
Influential
- Authors
- Dai, H.-N., Zheng, Z., & Zhang, Y.
- Affiliations
- Macau University of Science and Technology (MO)
- Sun Yat-sen University (CN)
- Simula Metropolitan Center for Digital Engineering (NO)
- Venue
- IEEE Internet of Things Journal
- Published
- 2019-10
- Volume
- 6
- Issue
- 5
- Pages
- 8076-8094
- ISSN
- 2327-4662 (ISSN-L)
- 2372-2541
- OpenAlex
- W2947690458
- Cited by
- 1,246
- References
- 114
- Citations by year
- 2026: 59 · 2025: 115 · 2024: 175 · 2023: 241 · 2022: 243 · 2021: 232 · 2020: 161 · 2019: 20
- FWCI
- 204.06
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Licence
- Locations
- IEEE Internet of Things Journal (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Basic Research Program of China (2016YFB1000101)
- National Natural Science Foundation of China (61722214, U1811462)
- Macao Science and Technology Development Fund (0026/2018/A1)
- Program for Guangdong Introducing Innovative and Entrepreneurial Teams (2016ZT06D211)
- European Union’s Horizon 2020 Research and Innovation Programme through the Marie Skłodowska-Curie (824019)
- Topics
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology Applications and Security
- Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Keywords
- blockchain, Internet of Things, Internet of Things security, IoT privacy, interoperability, decentralization (distributed systems)
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review