Hardware Implementation of Cancellable Biometric Systems
Title | Hardware Implementation of Cancellable Biometric Systems |
Publication Type | Conference Paper |
Year of Publication | 2020 |
Authors | elazm, L. A. Abou, Ibrahim, S., Egila, M. G., Shawkey, H., Elsaid, M. K. H., El-Shafai, W., El-Samie, F. E. Abd |
Conference Name | 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) |
Keywords | 3D chaotic map, 3D chaotic mapping, Biological system modeling, biometric encryption, biometrics (access control), Cancellable biometrics, cryptography, Encryption, face encryption, field programmable gate arrays, fingerprint encryption, FPGA, FPGA model, Hardware, Hardware Implementation, Information encryption, Metrics, one-way cancellable biometric template system, pubcrawl, Resiliency, Scalability, security applications, security systems, Three-dimensional displays, Watermarking |
Abstract | The use of biometrics in security applications may be vulnerable to several challenges of hacking. Thus, the emergence of cancellable biometrics becomes a suitable solution to this problem. This paper presents a one-way cancellable biometric transform that depends on 3D chaotic maps for face and fingerprint encryption. It aims to avoid cloning of original biometrics and allow the templates used by each user in different applications to be variable. The permutations achieved with the chaotic maps guarantee high security of the biometric templates, especially with the 3D implementation of the encryption algorithm. In addition, the paper presents a hardware implementation for this framework. The proposed algorithm also achieves good performance in the presence of low and moderate levels of noise. An experimental version of the proposed cancellable biometric system has been applied on FPGA model. The obtained results achieve a powerful performance of the proposed cancellable biometric system. |
DOI | 10.1109/I-SMAC49090.2020.9243390 |
Citation Key | elazm_hardware_2020 |
- FPGA model
- Watermarking
- Three-dimensional displays
- security systems
- security applications
- Scalability
- Resiliency
- pubcrawl
- one-way cancellable biometric template system
- Metrics
- Information encryption
- Hardware Implementation
- Hardware
- biometric encryption
- FPGA
- fingerprint encryption
- field programmable gate arrays
- face encryption
- encryption
- Cryptography
- Cancellable biometrics
- biometrics (access control)
- Biological system modeling
- 3D chaotic mapping
- 3D chaotic map