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    ARTICLE

    Proposed Biometric Security System Based on Deep Learning and Chaos Algorithms

    Iman Almomani1,2, Walid El-Shafai1,3,*, Aala AlKhayer1, Albandari Alsumayt4, Sumayh S. Aljameel5, Khalid Alissa6

    CMC-Computers, Materials & Continua, Vol.74, No.2, pp. 3515-3537, 2023, DOI:10.32604/cmc.2023.033765 - 31 October 2022

    Abstract Nowadays, there is tremendous growth in biometric authentication and cybersecurity applications. Thus, the efficient way of storing and securing personal biometric patterns is mandatory in most governmental and private sectors. Therefore, designing and implementing robust security algorithms for users’ biometrics is still a hot research area to be investigated. This work presents a powerful biometric security system (BSS) to protect different biometric modalities such as faces, iris, and fingerprints. The proposed BSS model is based on hybridizing auto-encoder (AE) network and a chaos-based ciphering algorithm to cipher the details of the stored biometric patterns and… More >

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