دانلود مقاله انگلیسی رایگان:BAMHealthCloud: یک سیستم احراز هویت بیومتریک و سیستم مدیریت داده برای داده های مراقبت های بهداشتی در ابر - 2020
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  • BAMHealthCloud: A biometric authentication and data management system for healthcare data in cloud BAMHealthCloud: A biometric authentication and data management system for healthcare data in cloud
    BAMHealthCloud: A biometric authentication and data management system for healthcare data in cloud

    سال انتشار:

    2020


    عنوان انگلیسی مقاله:

    BAMHealthCloud: A biometric authentication and data management system for healthcare data in cloud


    ترجمه فارسی عنوان مقاله:

    BAMHealthCloud: یک سیستم احراز هویت بیومتریک و سیستم مدیریت داده برای داده های مراقبت های بهداشتی در ابر


    منبع:

    Sciencedirect - Elsevier - Journal of King Saud University - Computer and Information Sciences, 32 (2020) 57-64: doi:10:1016/j:jksuci:2017:07:001


    نویسنده:

    Kashish A. Shakil 1, Farhana J. Zareen ⇑,1, Mansaf Alam ⇑, Suraiya Jabin


    چکیده انگلیسی:

    Advancements in the healthcare industry have given rise to the security threat to the ever growing emedical data. The healthcare data management system records patient’s data in different formats such as text, numeric, pictures and videos leading to data which is big and unstructured. Also, hospitals may have several branches in different geographical locations. Sometimes, for research purposes, there is a need to integrate patients’ health data stored at different locations. In view of this, a cloud-based healthcare management system can be an effective solution for efficient health care data management. But the major concern of cloud-based healthcare system is the security aspect. It includes theft of identity, tax fraudulence, bank fraud, insurance frauds, medical frauds and defamation of high profile patients. Hence, a secure data access and retrieval is needed in order to provide security of critical medical records in healthcare management system. Biometric based authentication mechanism is suitable in this scenario since it overcomes the limitations of token theft and forgetting passwords in the conventional token idpassword mechanism used for providing security. It also has high accuracy rate for secure data access and retrieval. In the present paper, a cloud-based system for management of healthcare data BAMHealthCloud is proposed, which ensures the security of e-medical data access through a behavioral biometric signature-based authentication. Training of the signature samples for authentication purpose has been performed in parallel on Hadoop MapReduce framework using Resilient Backpropagation neural network. From rigorous experiments, it can be concluded that it achieves a speedup of 9 times, Equal error rate (EER) of 0.12, the sensitivity of 0.98 and specificity of 0.95. Performance comparison of the system with other state-of-art-algorithms shows that the proposed system preforms better than the existing systems in literature
    Keywords: Biometric | Authentication | Healthcare | Cloud | Healthcare cloud | Hadoop


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 8
    حجم فایل: 712 کیلوبایت

    قیمت: رایگان


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