{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T02:40:34Z","timestamp":1767321634307,"version":"3.48.0"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032012333","type":"print"},{"value":"9783032012340","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-01234-0_32","type":"book-chapter","created":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T02:38:45Z","timestamp":1767321525000},"page":"407-419","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Navigating the Trust Landscape: Fraud Analysis of Ethereum Blockchain Networks Using A.I"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6423-3941","authenticated-orcid":false,"given":"Alicia","family":"Amores","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6882-7563","authenticated-orcid":false,"given":"Gabriel M.","family":"Ram\u00edrez V.","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8564-3501","authenticated-orcid":false,"given":"Fernanda","family":"Guti\u00e9rrez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1286-3244","authenticated-orcid":false,"given":"Jaime","family":"D\u00edaz-Arancibia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0816-1445","authenticated-orcid":false,"given":"Fernando","family":"Moreira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"32_CR1","doi-asserted-by":"crossref","unstructured":"Mayhew, K., & Chen, W. (2019). Blockchain: It solves the security issues and fraud expenses for credit card commerce? In Proceedings of the 2019 IEEE 5th International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (H.P.S.C.) and IEEE International Conference on Intelligent Data and Security (I.D.S.), IEEE, pp. 37\u201341","DOI":"10.1109\/BigDataSecurity-HPSC-IDS.2019.00018"},{"key":"32_CR2","unstructured":"Pastorino, C. Blockchain: Qu\u00e9 Es, C\u00f3mo Funciona Y C\u00f3mo Se Est\u00e1 Usando En El Mercado. WeLiveSecurity by ESET"},{"key":"32_CR3","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.econlet.2018.01.004","volume":"165","author":"S Corbet","year":"2018","unstructured":"Corbet, S., Meegan, A., Larkin, C., Lucey, B., & Yarovaya, L. (2018). Exploring the dynamic relationships between cryptocurrencies and other financial assets. Economic Letters, 165, 28\u201334. https:\/\/doi.org\/10.1016\/j.econlet.2018.01.004","journal-title":"Economic Letters"},{"key":"32_CR4","unstructured":"Amores Mart\u00ednez, A. (2020). Blockchain, algoritmos de consenso, Universitat Oberta de Catalunya (UOC)"},{"key":"32_CR5","unstructured":"Blockchain: An emerging solution for fraud prevention. 87, 12\u201314"},{"key":"32_CR6","doi-asserted-by":"crossref","unstructured":"Sarda, P., Chowdhury, M. J. M., Colman, A., Kabir, M. A., & Han, J. (2018). Blockchain for fraud prevention: A work-history fraud prevention system. In Proceedings of the 2018 17th IEEE International Conference on Trust, security and Privacy in Computing and Communications\/12th IEEE International Conference on Big Data Science and Engineering (TrustCom\/BigDataSE), IEEE, pp. 1858\u20131863","DOI":"10.1109\/TrustCom\/BigDataSE.2018.00281"},{"key":"32_CR7","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1093\/idpl\/ipy009","volume":"8","author":"C Kuner","year":"2018","unstructured":"Kuner, C., Cate, F., Lynskey, O., Millard, C., Ni Loideain, N., & Svantesson, D. (2018). Blockchain versus data protection. International Data Privacy Law, 8, 103\u2013104.","journal-title":"International Data Privacy Law"},{"key":"32_CR8","unstructured":"Zaragoza Gauch\u00eda, J. E. (2020). An\u00e1lisis Y Comparaci\u00f3n de Algoritmos de Detecci\u00f3n de Anomal\u00edas, Universitat Polit\u00e8cnica de Val\u00e8ncia"},{"key":"32_CR9","doi-asserted-by":"publisher","first-page":"78658","DOI":"10.1109\/ACCESS.2021.3083060","volume":"9","author":"AB Nassif","year":"2021","unstructured":"Nassif, A. B., Talib, M. A., Nasir, Q., & Dakalbab, F. M. (2021). Machine learning for anomaly detection: A systematic review. IEEE Access, 9, 78658\u201378700.","journal-title":"IEEE Access"},{"key":"32_CR10","doi-asserted-by":"publisher","unstructured":"Pang, G., Shen, C., Cao, L., & Van Den Hengel, A. (2021). Deep learning for anomaly detection: A review. A.C.M. Computer Survey, 54, 1\u201338. https:\/\/doi.org\/10.1145\/3439950","DOI":"10.1145\/3439950"},{"key":"32_CR11","unstructured":"Kaggle: Your Machine Learning and Data Science Community. Retrieved September 29, 2023, from https:\/\/www.kaggle.com\/"},{"key":"32_CR12","doi-asserted-by":"crossref","unstructured":"Liu, F. T., Ting, K. M., & Zhou, Z. H. (2008). Isolation forest. In IEEE International Conference","DOI":"10.1109\/ICDM.2008.17"},{"key":"32_CR13","unstructured":"Support Vector Machine. Retrieved September 29, 2023, from https:\/\/www.sciencedirect.com\/topics\/earth-and-planetary-sciences\/support-vector-machine"},{"key":"32_CR14","unstructured":"Yadav, M. (2020). Network anomaly detection using machine learning, National Institute of Technology Kurukshetra-136119"},{"key":"32_CR15","unstructured":"Sklearn. Ensemble. IsolationForest. Retrieved September 29, 2023, from https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.ensemble.IsolationForest.html"},{"key":"32_CR16","unstructured":"Liaw, R., Liang, E., Nishihara, R., Moritz, P., Gonzalez, J. E., & Stoica, I. (2018). Tune: A research platform for distributed model selection and training. arXiv [cs. L.G.]"},{"key":"32_CR17","unstructured":"Chapelle, O., Haffner, P., Vapnik"},{"key":"32_CR18","doi-asserted-by":"publisher","unstructured":"V. N. (1999). Support vector machines for histogram-based image classification. IEEE Transactions Neural Network 10, 1055\u20131064, https:\/\/doi.org\/10.1109\/72.788646","DOI":"10.1109\/72.788646"},{"key":"32_CR19","doi-asserted-by":"publisher","first-page":"1177","DOI":"10.1007\/s10209-022-00953-0","volume":"23","author":"J Martins","year":"2024","unstructured":"Martins, J., Gon\u00e7alves, R., & Branco, F. (2024). A bibliometric analysis and visualization of e-learning adoption using VOSviewer. Universal Access in the Information Society, 23, 1177\u20131191. https:\/\/doi.org\/10.1007\/s10209-022-00953-0","journal-title":"Universal Access in the Information Society"},{"key":"32_CR20","doi-asserted-by":"publisher","first-page":"110006","DOI":"10.1109\/ACCESS.2021.3101888","volume":"9","author":"W Zhao","year":"2021","unstructured":"Zhao, W., Rong, C., Wu, J., Sun, Z., & Sampalli, S. (2021). IEEE access special section editorial: Blockchain technology: Principles and applications. IEEE Access, 9, 110006\u2013110010. https:\/\/doi.org\/10.1109\/ACCESS.2021.3101888","journal-title":"IEEE Access"}],"container-title":["Lecture Notes in Networks and Systems","Emerging Trends in Information Systems and Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-01234-0_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T02:38:47Z","timestamp":1767321527000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-01234-0_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032012333","9783032012340"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-01234-0_32","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WorldCIST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"World Conference on Information Systems and Technologies","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Florianopolis","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Brazil","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 March 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 March 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"worldcist2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/worldcist.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}