Three-dimensional and two-and-a-half- dimensional face recognition spoofing using three-dimensional printed models
| Title | Three-dimensional and two-and-a-half- dimensional face recognition spoofing using three-dimensional printed models |
| Publication Type | Journal Article |
| Year of Publication | 2016 |
| Authors | Galbally, J, Satta, R |
| Journal | IET Biometrics |
| Volume | 5 |
| Start Page | 83 |
| Issue | 2 |
| ISSN Number | 2047-4938 |
| Abstract | The vulnerability of biometric systems to external attacks using a physical artefact in order to impersonate the legitimate user has become a major concern over the last decade. Such a threat, commonly known as ‘spoofing’, poses a serious risk to the integrity of biometric systems. The usual low-complexity and low-cost characteristics of these attacks make them accessible to the general public, rendering each user a potential intruder. The present study addresses the spoofing issue analysing the feasibility to perform low-cost attacks with self-manufactured three-dimensional (3D) printed models to 2.5D and 3D face recognition systems. A new database with 2D, 2.5D and 3D real and fake data from 26 subjects was acquired for the experiments. Results showed the high vulnerability of the three tested systems, including a commercial solution, to the attacks.
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| URL | http://digital-library.theiet.org/content/journals/10.1049/iet-bmt.2014.0075 |
| DOI | 10.1049/iet-bmt.2014.0075 |
| Citation Key | 1194 |
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| Attachment | Size |
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 Galbally_IETbmt2015.pdf | 1.33 MB |
