Ponencia
A Quantum-Resistant Face Template Protection Scheme using Kyber and Saber Public Key Encryption Algorithms
Autor/es | Román Hajderek, Roberto
Arjona, Rosario López González, Paula Baturone Castillo, María Iluminada |
Departamento | Universidad de Sevilla. Departamento de Electrónica y Electromagnetismo |
Fecha de publicación | 2022 |
Fecha de depósito | 2023-01-11 |
Publicado en |
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ISBN/ISSN | 978-1-6654-7666-9 1617-5468 |
Resumen | 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, the advent of quantum computers demands ... 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, the advent of quantum computers demands quantum-resistant solutions. This work proposes the use of Kyber and Saber public key encryption (PKE) algorithms together with homomorphic encryption (HE) in a face recognition system. Kyber and Saber, both based on lattice cryptography, were two finalists of the third round of NIST post-quantum cryptography standardization process. After the third round was completed, Kyber was selected as the PKE algorithm to be standardized. Experimental results show that recognition performance of the non-protected face recognition system is preserved with the protection, achieving smaller sizes of protected templates and keys, and shorter execution times than other HE schemes reported in literature that employ lattices. The parameter sets considered achieve security levels of 128, 192 and 256 bits. |
Agencias financiadoras | Ministerio de Ciencia e Innovación (MICIN). España European Union (UE) |
Identificador del proyecto | PDC2021-121589-I00
PID2020-119397RB-I00 |
Cita | Román Hajderek, R., Arjona, R., López González, P. y Baturone Castillo, M.I. (2022). A Quantum-Resistant Face Template Protection Scheme using Kyber and Saber Public Key Encryption Algorithms. En 2022 International Conference of the Biometrics Special Interest Group (BIOSIG) (1-5), Darmstadt, Germany: IEEE. |
Ficheros | Tamaño | Formato | Ver | Descripción |
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