Facial attributes for active authentication on mobile devices

作者：

Highlights：

• Facial attributes are effective for continuous authentication on mobile devices.

• Attribute-based features are more robust than the low-level ones for authentication.

• Fusion of attribute-based and low-level features gives the best result.

• The proposed approach allows fast and energy efficient enrollment and authentication.

摘要

•Facial attributes are effective for continuous authentication on mobile devices.•Attribute-based features are more robust than the low-level ones for authentication.•Fusion of attribute-based and low-level features gives the best result.•The proposed approach allows fast and energy efficient enrollment and authentication.

论文关键词：Attributes,Security,Active authentication,Face,Mobile

论文评审过程：Received 8 October 2015, Revised 20 April 2016, Accepted 5 May 2016, Available online 13 May 2016, Version of Record 20 February 2017.

论文官网地址：https://doi.org/10.1016/j.imavis.2016.05.004