An overview of privacy-enhancing technologies in biometric recognition
Privacy-enhancing technologies are technologies that implement fundamental data
protection principles. With respect to biometric recognition, different types of privacy …
protection principles. With respect to biometric recognition, different types of privacy …
IoT-enabled gait assessment: the next step for habitual monitoring
Walking/gait quality is a useful clinical tool to assess general health and is now broadly
described as the sixth vital sign. This has been mediated by advances in sensing …
described as the sixth vital sign. This has been mediated by advances in sensing …
RAPP: Reversible privacy preservation for various face attributes
The tremendous progress in deep learning has enabled to extract soft-biometric attributes
from faces, which raises privacy concerns over images collected for face recognition …
from faces, which raises privacy concerns over images collected for face recognition …
Less is more: Fewer interpretable region via submodular subset selection
Image attribution algorithms aim to identify important regions that are highly relevant to
model decisions. Although existing attribution solutions can effectively assign importance to …
model decisions. Although existing attribution solutions can effectively assign importance to …
Identifiable face privacy protection via virtual identity transformation
Massive face images collected in smart surveillance and social networks are vulnerable to
malicious access, thus compromising individual privacy. Existing schemes have been able …
malicious access, thus compromising individual privacy. Existing schemes have been able …
PRO-face: A generic framework for privacy-preserving recognizable obfuscation of face images
A number of applications (eg, video surveillance and authentication) rely on automated face
recognition to guarantee functioning of secure services, and meanwhile, have to take into …
recognition to guarantee functioning of secure services, and meanwhile, have to take into …
Privacy-enhancing face obfuscation guided by semantic-aware attribution maps
Face recognition technology is increasingly being integrated into our daily life, eg Face ID.
With the advancement of machine learning algorithms, the personal information such as …
With the advancement of machine learning algorithms, the personal information such as …
Fgdnet: Fine-grained detection network towards face anti-spoofing
T Qiao, J Wu, N Zheng, M Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the development of facial recognition technology, face anti-spoofing as the most
important security module of face recognition system becomes more and more important. As …
important security module of face recognition system becomes more and more important. As …
On mask-based image set desensitization with recognition support
Abstract In recent years, Deep Neural Networks (DNN) have emerged as a practical method
for image recognition. The raw data, which contain sensitive information, are generally …
for image recognition. The raw data, which contain sensitive information, are generally …
Seeing is not believing: An identity hider for human vision privacy protection
Massive captured face images are stored in the database for the identification of individuals.
However, these images can be observed unintentionally by data examiners, which is not at …
However, these images can be observed unintentionally by data examiners, which is not at …