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 …

[HTML][HTML] Biometric template attacks and recent protection mechanisms: A survey

SM Abdullahi, S Sun, B Wang, N Wei, H Wang - Information Fusion, 2024 - Elsevier
It is an undeniable fact that biometric recognition systems are susceptible to different
software-related or template attacks at different vulnerable points in the biometric …

Privacy-preserving preselection for protected biometric identification using public-key encryption with keyword search

P Bauspieß, J Kolberg, P Drozdowski… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The efficiency of biometric systems, in particular efficient and accurate biometric
identification, is one of the most challenging open problems in biometrics today. In addition …

A quantum-resistant face template protection scheme using kyber and saber public key encryption algorithms

R Román, R Arjona, P López-González… - … Conference of the …, 2022 - ieeexplore.ieee.org
Considered sensitive information by the ISO/IEC 24745, biometric data should be stored and
used in a protected way. If not, privacy and security of end-users can be compromised. Also …

HEBI: Homomorphically encrypted biometric indexing

P Bauspieß, M Grimmer, C Fougner… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
Biometric data stored in automated recognition systems are at risk of attacks. This is
particularly true for large-scale biometric identification systems, where the reference …

Benchmarking fixed-length fingerprint representations across different embedding sizes and sensor types

T Rohwedder, D Osorio-Roig… - … Conference of the …, 2023 - ieeexplore.ieee.org
Traditional minutiae-based fingerprint representations consist of a variable-length set of
minutiae. This necessitates a more complex comparison causing the drawback of high …

Preliminary Experiments of a Real-World Authentication Mechanism Based on Facial Recognition and Fully Homomorphic Encryption

G Crihan, L Dumitriu, MV Crăciun - Applied Sciences, 2024 - mdpi.com
In the current context in which user authentication is the first line of defense against
emerging attacks and can be considered a defining element of any security infrastructure …

MT-PRO: Multibiometric Template Protection Based On Homomorphic Transciphering

P Bauspieß, CM Zok, A Costache… - … and Security (WIFS), 2023 - ieeexplore.ieee.org
Reliable authentication of individuals is the foundation of trusted digital interaction.
Biometrics lend themselves ideally to this goal. However, biometric data must be protected …

Template Recovery Attack on Homomorphically Encrypted Biometric Recognition Systems with Unprotected Threshold Comparison

A Bassit, F Hahn, Z Rezgui, U Kelly… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
Privacy-preserving biometric template protection schemes (BTPs) preserve biometric data
by hiding biometric representations via a privacy-preserving mechanism (such as …

On the feasibility of fully homomorphic encryption of minutiae-based fingerprint representations

P Bauspieß, L Vad, HB Myrekrok, A Costache… - 2023 - ntnuopen.ntnu.no
Protecting minutiae-based fingerprint templates with fully homomorphic encryption has
recently been recognised as a hard problem. In this work, we evaluate state-of-the-art …