Your face your heart: Secure mobile face authentication with photoplethysmograms. Chen, Y., Sun, J., Jin, X., Li, T., Zhang, R., & Zhang, Y. In IEEE INFOCOM 2017 - IEEE Conference on Computer Communications, pages 1–9, May, 2017. ![Your face your heart: Secure mobile face authentication with photoplethysmograms [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi abstract bibtex Face authentication emerges as a powerful method for preventing unauthorized access to mobile devices. It is, however, vulnerable to photo-based forgery attacks (PFA) and videobased forgery attacks (VFA), in which the adversary exploits a photo or video containing the user's frontal face. Effective defenses against PFA and VFA often rely on liveness detection, which seeks to find a live indicator that the submitted face photo or video of the legitimate user is indeed captured in real time. In this paper, we propose FaceHeart, a novel and practical face authentication system for mobile devices. FaceHeart simultaneously takes a face video with the front camera and a fingertip video with the rear camera on COTS mobile devices. It then achieves liveness detection by comparing the two photoplethysmograms independently extracted from the face and fingertip videos, which should be highly consistent if the two videos are for the same live person and taken at the same time. As photoplethysmograms are closely tied to human cardiac activity and almost impossible to forge or control, FaceHeart is strongly resilient to PFA and VFA. Extensive user experiments on Samsung Galaxy S5 have confirmed the high efficacy and efficiency of FaceHeart.
@inproceedings{chen_your_2017,
title = {Your face your heart: {Secure} mobile face authentication with photoplethysmograms},
shorttitle = {Your face your heart},
url = {https://ieeexplore.ieee.org/abstract/document/8057220},
doi = {10.1109/INFOCOM.2017.8057220},
abstract = {Face authentication emerges as a powerful method for preventing unauthorized access to mobile devices. It is, however, vulnerable to photo-based forgery attacks (PFA) and videobased forgery attacks (VFA), in which the adversary exploits a photo or video containing the user's frontal face. Effective defenses against PFA and VFA often rely on liveness detection, which seeks to find a live indicator that the submitted face photo or video of the legitimate user is indeed captured in real time. In this paper, we propose FaceHeart, a novel and practical face authentication system for mobile devices. FaceHeart simultaneously takes a face video with the front camera and a fingertip video with the rear camera on COTS mobile devices. It then achieves liveness detection by comparing the two photoplethysmograms independently extracted from the face and fingertip videos, which should be highly consistent if the two videos are for the same live person and taken at the same time. As photoplethysmograms are closely tied to human cardiac activity and almost impossible to forge or control, FaceHeart is strongly resilient to PFA and VFA. Extensive user experiments on Samsung Galaxy S5 have confirmed the high efficacy and efficiency of FaceHeart.},
urldate = {2024-02-08},
booktitle = {{IEEE} {INFOCOM} 2017 - {IEEE} {Conference} on {Computer} {Communications}},
author = {Chen, Yimin and Sun, Jingchao and Jin, Xiaocong and Li, Tao and Zhang, Rui and Zhang, Yanchao},
month = may,
year = {2017},
keywords = {Authentication, Cameras, Face, Feature extraction, Mobile communication, Mobile handsets, Streaming media},
pages = {1--9},
}
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