Case Studies in Access Control
- Publisher:
- Springer Nature
- Publication Type:
- Chapter
- Citation:
- Applied Systemic Studies, 2023, 611 LNNS, pp. 187-198
- Issue Date:
- 2023-01-01
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| Filename | Description | Size | |||
|---|---|---|---|---|---|
| 978-3-031-27470-1_18.pdf | 2.2 MB |
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In today’s world, it is becoming essential to be able to complete the authentication steps and provide the access to computer systems or other resources without having to require specific proximity or neutral expressions. Modern multiview facial authentication and access control often involve the ability to capture a face from the front or from the side and use these views for authentication and access control. This paper explores various cases of implementation of effective authentication and access control for human users without considering specific context, proximity, and environmental factors. Access control represents a crucial task in application areas such as surveillance, proof of identity, and tracking. While significant research has been conducted in the direction of human authentication and access control, completing authentication with an explainable process is still far from being perfect under the currently deployed techniques. This is mainly due to depending on machine learning to create behind-the-scene calculations that the user may not fully understand. Another issue is the requirement of distance approximation to the device and possibly a neutral posture or facial expressions of the user as discussed in discussed cases.
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