A review on performance, security and various biometric template protection schemes for biometric authentication systems

A Sarkar, BK Singh - Multimedia Tools and Applications, 2020 - Springer
Identifying a person based on their behavioral and biological qualities in an automated
manner is called biometrics. The authentication system substituting traditional password and …

A review of homomorphic encryption for privacy-preserving biometrics

W Yang, S Wang, H Cui, Z Tang, Y Li - Sensors, 2023 - mdpi.com
The advancement of biometric technology has facilitated wide applications of biometrics in
law enforcement, border control, healthcare and financial identification and verification …

Encrypted signal processing for privacy protection: Conveying the utility of homomorphic encryption and multiparty computation

RL Lagendijk, Z Erkin, M Barni - IEEE Signal Processing …, 2012 - ieeexplore.ieee.org
In recent years, signal processing applications that deal with user-related data have aroused
privacy concerns. For instance, face recognition and personalized recommendations rely on …

Multi-biometric template protection based on homomorphic encryption

M Gomez-Barrero, E Maiorana, J Galbally, P Campisi… - Pattern Recognition, 2017 - Elsevier
In spite of the advantages of biometrics as an identity verification technology, some concerns
have been raised due to the high sensitivity of biometric data: any information leakage …

Hawkes processes for events in social media

MA Rizoiu, Y Lee, S Mishra, L **e - Frontiers of multimedia research, 2017 - dl.acm.org
This chapter provides an accessible introduction for point processes, and especially Hawkes
processes, for modeling discrete, inter-dependent events over continuous time. We start by …

Learning a fixed-length fingerprint representation

JJ Engelsma, K Cao, AK Jain - IEEE transactions on pattern …, 2019 - ieeexplore.ieee.org
We present DeepPrint, a deep network, which learns to extract fixed-length fingerprint
representations of only 200 bytes. DeepPrint incorporates fingerprint domain knowledge …

Secure face matching using fully homomorphic encryption

VN Boddeti - 2018 IEEE 9th international conference on …, 2018 - ieeexplore.ieee.org
Face recognition technology has demonstrated tremendous progress over the past few
years, primarily due to advances in representation learning. As we witness the widespread …

Preserving privacy in speaker and speech characterisation

A Nautsch, A Jiménez, A Treiber, J Kolberg… - Computer Speech & …, 2019 - Elsevier
Speech recordings are a rich source of personal, sensitive data that can be used to support
a plethora of diverse applications, from health profiling to biometric recognition. It is therefore …

Deep learning for video classification and captioning

Z Wu, T Yao, Y Fu, YG Jiang - Frontiers of multimedia research, 2017 - dl.acm.org
Deep learning for video classification and captioning Page 1 IPART MULTIMEDIA
CONTENT ANALYSIS Page 2 Page 3 1Deep Learning for Video Classification and …

A bimodal face and body gesture database for automatic analysis of human nonverbal affective behavior

H Gunes, M Piccardi - 18th International conference on pattern …, 2006 - ieeexplore.ieee.org
To be able to develop and test robust affective multimodal systems, researchers need
access to novel databases containing representative samples of human multi-modal …