Privacy–enhancing face biometrics: A comprehensive survey
Biometric recognition technology has made significant advances over the last decade and is
now used across a number of services and applications. However, this widespread …
now used across a number of services and applications. However, this widespread …
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 …
Soft biometrics: A survey: Benchmark analysis, open challenges and recommendations
The field of biometrics research encompasses the need to associate an identity to an
individual based on the persons physiological or behaviour traits. While the use of intrusive …
individual based on the persons physiological or behaviour traits. While the use of intrusive …
Beyond identity: What information is stored in biometric face templates?
Deeply-learned face representations enable the success of current face recognition
systems. Despite the ability of these representations to encode the identity of an individual …
systems. Despite the ability of these representations to encode the identity of an individual …
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 …
On soft-biometric information stored in biometric face embeddings
The success of modern face recognition systems is based on the advances of deeply-
learned features. These embeddings aim to encode the identity of an individual such that …
learned features. These embeddings aim to encode the identity of an individual such that …
PE-MIU: A training-free privacy-enhancing face recognition approach based on minimum information units
Research on soft-biometrics showed that privacy-sensitive information can be deduced from
biometric data. Utilizing biometric templates only, information about a persons gender, age …
biometric data. Utilizing biometric templates only, information about a persons gender, age …
Data protection in palmprint recognition via dynamic random invisible watermark embedding
Palmprint recognition is one of the most popular biometric technologies. Recent researches
mainly focus on the recognition performance, while pay less attention to the data protection …
mainly focus on the recognition performance, while pay less attention to the data protection …
An attack on facial soft-biometric privacy enhancement
In the recent past, different researchers have proposed privacy-enhancing face recognition
systems designed to conceal soft-biometric attributes at feature level. These works have …
systems designed to conceal soft-biometric attributes at feature level. These works have …
Privacy evaluation protocols for the evaluation of soft-biometric privacy-enhancing technologies
Biometric data includes privacy-sensitive information, such as soft-biometrics. Soft-biometric
privacy enhancing technologies aim at limiting the possibility of deducing such information …
privacy enhancing technologies aim at limiting the possibility of deducing such information …