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The different machine learning and data mining methods used by authentication and authorization schemes for mobile IoT devices are provided. Threat models and countermeasures used by biometrics-based authentication schemes for mobile IoT devices are also presented. More specifically, we analyze the state of the art of the existing biometric-based authentication schemes for IoT devices. Based on the current taxonomy, we conclude our paper with different types of challenges for future research efforts in biometrics-based authentication schemes for IoT devices.<\/jats:p>","DOI":"10.1155\/2019\/5452870","type":"journal-article","created":{"date-parts":[[2019,5,6]],"date-time":"2019-05-06T15:14:03Z","timestamp":1557155643000},"page":"1-20","source":"Crossref","is-referenced-by-count":70,"title":["Authentication and Authorization for Mobile IoT Devices Using Biofeatures: Recent Advances and Future Trends"],"prefix":"10.1155","volume":"2019","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0632-3172","authenticated-orcid":true,"given":"Mohamed Amine","family":"Ferrag","sequence":"first","affiliation":[{"name":"Department of Computer Science, Guelma University, B.P. 401, 24000, 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