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However, data generated also present opportunities within computer security, specifically with biometric systems used for identification and authentication purposes. This article performs a systematic review of health-based IoT data collected from wearable IoT technology. This involved performing research in the underlying data sources, what they are collected for in terms of their health monitoring, and the underlying data characteristics. Furthermore, it explores existing work in computer security using these data sources, identifying key themes of work, key limitations, and challenges. Finally, key opportunities are provided as summaries to the potential of health-based IoT data, highlighting challenges that are yet to be addressed, which motivate areas of future work.<\/jats:p>","DOI":"10.1145\/3400030","type":"journal-article","created":{"date-parts":[[2020,7,12]],"date-time":"2020-07-12T04:13:17Z","timestamp":1594527197000},"page":"1-29","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":72,"title":["Biometric Systems Utilising Health Data from Wearable Devices"],"prefix":"10.1145","volume":"53","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8613-8200","authenticated-orcid":false,"given":"Saad","family":"Khan","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Huddersfield, Huddersfield, West Yorkshire"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1747-9914","authenticated-orcid":false,"given":"Simon","family":"Parkinson","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Huddersfield, Huddersfield, West Yorkshire"}]},{"given":"Liam","family":"Grant","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Huddersfield, Huddersfield, West Yorkshire"}]},{"given":"Na","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Logistics, Marketing, Hospitality and Analytics, University of Huddersfield, Huddersfield, West Yorkshire"}]},{"given":"Stephen","family":"Mcguire","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Huddersfield, Huddersfield, West Yorkshire"}]}],"member":"320","published-online":{"date-parts":[[2020,7,11]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Foteini Agrafioti Jiexin Gao and Dimitrios Hatzinakos. 2011. 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