Securing blockchain-based crowdfunding platforms: an integrated graph neural networks and machine learning approach
Author
Abstract
Suggested Citation
DOI: 10.1007/s10660-023-09702-8
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Fabian Schär, 2021. "Decentralized Finance: On Blockchain- and Smart Contract-Based Financial Markets," Review, Federal Reserve Bank of St. Louis, vol. 103(2), pages 153-174, April.
- Denis Frydrych & Adam J. Bock & Tony Kinder & Benjamin Koeck, 2014. "Exploring entrepreneurial legitimacy in reward-based crowdfunding," Venture Capital, Taylor & Francis Journals, vol. 16(3), pages 247-269, July.
- Shneor, Rotem & Munim, Ziaul Haque, 2019. "Reward crowdfunding contribution as planned behaviour: An extended framework," Journal of Business Research, Elsevier, vol. 103(C), pages 56-70.
- Nur Arifin Akbar & Amgad Muneer & Narmine ElHakim & Suliman Mohamed Fati, 2021. "Distributed Hybrid Double-Spending Attack Prevention Mechanism for Proof-of-Work and Proof-of-Stake Blockchain Consensuses," Future Internet, MDPI, vol. 13(11), pages 1-20, November.
- Simplice A. Asongu & Lieven De Moor, 2015.
"Recent advances in finance for inclusive development: a survey,"
Research Africa Network Working Papers
15/005, Research Africa Network (RAN).
- Simplice Asongu & De Moor Lieven, 2015. "Recent advances in finance for inclusive development: a survey," Working Papers of the African Governance and Development Institute. 15/005, African Governance and Development Institute..
- Asongu, Simplice & De Moor, Lieven, 2015. "Recent advances in finance for inclusive development: a survey," MPRA Paper 67299, University Library of Munich, Germany.
- Jain, Geetika & Kamble, Sachin S. & Ndubisi, Nelson Oly & Shrivastava, Archana & Belhadi, Amine & Venkatesh, Mani, 2022. "Antecedents of Blockchain-Enabled E-commerce Platforms (BEEP) adoption by customers – A study of second-hand small and medium apparel retailers," Journal of Business Research, Elsevier, vol. 149(C), pages 576-588.
- Faten Ben Slimane & Antoine Rousseau, 2020. "Crowdlending Campaigns for Renewable Energy: Success Factors," Post-Print hal-02371926, HAL.
- Gérard Biau & Erwan Scornet, 2016. "A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 197-227, June.
- Douglas Cumming & Michele Meoli & Silvio Vismara, 2021. "Does equity crowdfunding democratize entrepreneurial finance?," Small Business Economics, Springer, vol. 56(2), pages 533-552, February.
- Anzhong Huang, 2018. "A risk detection system of e-commerce: researches based on soft information extracted by affective computing web texts," Electronic Commerce Research, Springer, vol. 18(1), pages 143-157, March.
- Cynthia Weiyi Cai, 2018. "Disruption of financial intermediation by FinTech: a review on crowdfunding and blockchain," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(4), pages 965-992, December.
- Huasheng Zhu & Zach Zhizhong Zhou, 2016. "Analysis and outlook of applications of blockchain technology to equity crowdfunding in China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-11, December.
- Sachin Kamble & Angappa Gunasekaran & Nachiappan Subramanian & Abhijeet Ghadge & Amine Belhadi & Mani Venkatesh, 2021. "Blockchain technology’s impact on supply chain integration and sustainable supply chain performance: evidence from the automotive industry," Post-Print hal-04582491, HAL.
- Sha Zhou & Tao Ma & Zhengchi Liu, 2021. "Crowdfunding as a screener for collective investment," Electronic Commerce Research, Springer, vol. 21(1), pages 195-221, March.
- Huru Hasanova & Ui‐jun Baek & Mu‐gon Shin & Kyunghee Cho & Myung‐Sup Kim, 2019. "A survey on blockchain cybersecurity vulnerabilities and possible countermeasures," International Journal of Network Management, John Wiley & Sons, vol. 29(2), March.
- Belhadi, Amine & Kamble, Sachin & Benkhati, Imane & Gupta, Shivam & Mangla, Sachin Kumar, 2023. "Does strategic management of digital technologies influence electronic word-of-mouth (eWOM) and customer loyalty? Empirical insights from B2B platform economy," Journal of Business Research, Elsevier, vol. 156(C).
- Kazem Mochkabadi & Christine K. Volkmann, 2020. "Equity crowdfunding: a systematic review of the literature," Small Business Economics, Springer, vol. 54(1), pages 75-118, January.
- Gérard Biau & Erwan Scornet, 2016. "Rejoinder on: A random forest guided tour," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 264-268, June.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Bozintan (Cosma-Guler) Ioana-Carmen & Badulescu Daniel, 2025. "Strategies And Vulnerabilities In Crowdfunding For Innovative Firms," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 122-132, February.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Amina Rizwan & Faisal Mustafa, 2022. "Fintech Attaining Sustainable Development: An Investor Perspective of Crowdfunding Platforms in a Developing Country," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
- repec:ers:journl:v:xxiv:y:2021:i:4:p:632-644 is not listed on IDEAS
- Laura Grassi & Simone Fantaccini, 2022. "An overview of Fintech applications to solve the puzzle of health care funding: state-of-the-art in medical crowdfunding," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-27, December.
- Vijaya & Ajit Yadav & Himendu Prakash Mathur, 2024. "Reconnoitering antecedents of donation intention in donation crowdfunding campaigns: a mediating role of crowdfunding readiness," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 21(1), pages 229-254, March.
- Hou, Lei & Elsworth, Derek & Zhang, Fengshou & Wang, Zhiyuan & Zhang, Jianbo, 2023. "Evaluation of proppant injection based on a data-driven approach integrating numerical and ensemble learning models," Energy, Elsevier, vol. 264(C).
- Emil Adamek & Jan Janku, 2022. "What Drives Small Business Crowdfunding? Impact of Macroeconomic and Financial Factors," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 72(2), pages 172-196, June.
- Ma, Zhikai & Huo, Qian & Wang, Wei & Zhang, Tao, 2023. "Voltage-temperature aware thermal runaway alarming framework for electric vehicles via deep learning with attention mechanism in time-frequency domain," Energy, Elsevier, vol. 278(C).
- Patrick Krennmair & Timo Schmid, 2022. "Flexible domain prediction using mixed effects random forests," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(5), pages 1865-1894, November.
- Jie Shi & Arno P. J. M. Siebes & Siamak Mehrkanoon, 2023. "TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start," Papers 2311.18749, arXiv.org.
- Bourdouxhe, Axel & Wibail, Lionel & Claessens, Hugues & Dufrêne, Marc, 2023. "Modeling potential natural vegetation: A new light on an old concept to guide nature conservation in fragmented and degraded landscapes," Ecological Modelling, Elsevier, vol. 481(C).
- Manuel J. García Rodríguez & Vicente Rodríguez Montequín & Francisco Ortega Fernández & Joaquín M. Villanueva Balsera, 2019. "Public Procurement Announcements in Spain: Regulations, Data Analysis, and Award Price Estimator Using Machine Learning," Complexity, Hindawi, vol. 2019, pages 1-20, November.
- Borup, Daniel & Christensen, Bent Jesper & Mühlbach, Nicolaj Søndergaard & Nielsen, Mikkel Slot, 2023.
"Targeting predictors in random forest regression,"
International Journal of Forecasting, Elsevier, vol. 39(2), pages 841-868.
- Daniel Borup & Bent Jesper Christensen & Nicolaj N{o}rgaard Muhlbach & Mikkel Slot Nielsen, 2020. "Targeting predictors in random forest regression," Papers 2004.01411, arXiv.org, revised Nov 2020.
- Daniel Borup & Bent Jesper Christensen & Nicolaj N. Mühlbach & Mikkel S. Nielsen, 2020. "Targeting predictors in random forest regression," CREATES Research Papers 2020-03, Department of Economics and Business Economics, Aarhus University.
- Yiyi Huo & Yingying Fan & Fang Han, 2023. "On the adaptation of causal forests to manifold data," Papers 2311.16486, arXiv.org, revised Dec 2023.
- Akshita Bassi & Aditya Manchanda & Rajwinder Singh & Mahesh Patel, 2023. "A comparative study of machine learning algorithms for the prediction of compressive strength of rice husk ash-based concrete," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(1), pages 209-238, August.
- Gang Kou & Yang Lu, 2025. "FinTech: a literature review of emerging financial technologies and applications," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-34, December.
- Sachin Kumar & Zairu Nisha & Jagvinder Singh & Anuj Kumar Sharma, 2022. "Sensor network driven novel hybrid model based on feature selection and SVR to predict indoor temperature for energy consumption optimisation in smart buildings," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(6), pages 3048-3061, December.
- Yong-Chao Su & Cheng-Yu Wu & Cheng-Hong Yang & Bo-Sheng Li & Sin-Hua Moi & Yu-Da Lin, 2021. "Machine Learning Data Imputation and Prediction of Foraging Group Size in a Kleptoparasitic Spider," Mathematics, MDPI, vol. 9(4), pages 1-16, February.
- Xin Tang & Haibing Lu & Wei Huang & Shulin Liu, 2023. "Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market," Electronic Commerce Research, Springer, vol. 23(2), pages 1209-1240, June.
- Fang, Xing, 2022. "Why we hide good deeds? The selfless and anonymous donation behavior in crowdfunding," Technology in Society, Elsevier, vol. 71(C).
- Diogenis A. Kiziridis & Anna Mastrogianni & Magdalini Pleniou & Elpida Karadimou & Spyros Tsiftsis & Fotios Xystrakis & Ioannis Tsiripidis, 2022. "Acceleration and Relocation of Abandonment in a Mediterranean Mountainous Landscape: Drivers, Consequences, and Management Implications," Land, MDPI, vol. 11(3), pages 1-23, March.
- Escribano, Álvaro & Wang, Dandan, 2021. "Mixed random forest, cointegration, and forecasting gasoline prices," International Journal of Forecasting, Elsevier, vol. 37(4), pages 1442-1462.
More about this item
Keywords
Blockchain; Crowdfunding; Cybersecurity; Smart contract; Anomaly detection; Graph neural networks; Machine learning;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:elcore:v:24:y:2024:i:1:d:10.1007_s10660-023-09702-8. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.