Does context matter for the performance of continuous authentication biometric systems? an empirical study on mobile devices
| dc.contributor.author | Mondal, Soumik | |
| dc.contributor.author | Bours, Patrick | |
| dc.contributor.editor | Brömme, Arslan | |
| dc.contributor.editor | Busch, Christoph | |
| dc.contributor.editor | Rathgeb, Christian | |
| dc.contributor.editor | Uhl, Andreas | |
| dc.date.accessioned | 2017-06-30T08:19:15Z | |
| dc.date.available | 2017-06-30T08:19:15Z | |
| dc.date.issued | 2015 | |
| dc.description.abstract | In this paper we will show that context has an influence on the performance of a continuous authentication system. When context is considered we notice that the performance of the system improves by a factor of approximately 3. Even when testing and training are not based on exactly the same task, but on a similar task, we see an improvement of the performance over a system where the context is not included. In fact, we proof that the performance of the system depends on which particular kind of task is used for the training. | en |
| dc.identifier.isbn | 978-3-88579-639-8 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e.V. | |
| dc.relation.ispartof | BIOSIG 2015 | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-245 | |
| dc.title | Does context matter for the performance of continuous authentication biometric systems? an empirical study on mobile devices | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 270 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 263 | |
| gi.conference.date | 9.-11. September 2015 | |
| gi.conference.location | Darmstadt |
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