سال انتشار:

2021

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عنوان انگلیسی مقاله:

Touch-based continuous mobile device authentication: State-of-the-art, challenges and opportunities

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ترجمه فارسی عنوان مقاله:

احراز هویت پیوسته دستگاه تلفن همراه مبتنی بر لمس: آخرین فن آوری ، چالش ها و فرصت ها

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منبع:

Sciencedirect - Elsevier - Journal of Network and Computer Applications, 191 (2021) 103162: doi:10:1016/j:jnca:2021:103162

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نویسنده:

Ahmad Zairi Zaidi

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چکیده انگلیسی:

The advancement in the computational capability and storage size of a modern mobile device has evolved it into a multi-purpose smart device for individual and business needs. The increasing usage of this device has led to the need for a secure and efficient authentication mechanism. For securing mobile devices, password, PIN, and swipe patterns are commonly used for user authentication. Entry-point face and fingerprint recognition have also gained traction in the past years. However, these authentication schemes cannot authenticate a user after the initial-login session. This limitation might put the device exposed to information theft and leakage if an illegitimate user could bypass the initial-login session. Therefore, a mobile device needs a continuous authentication mechanism that can protect a user throughout the entire working session, which complements the initial-login authentication to provide more comprehensive security protection. Touch biometric is a behavioural biometric that represents the touch behaviour pattern of a user when interacting with the touchscreen of the device. Touch biometric has been proposed as a continuous authentication mechanism, where the device can collect touch biometric data transparently while a user is using the device. However, there are still plenty of challenges and obstacles in touch-based continuous mobile device authentication due to its challenges as a biometric modality. This paper provides a comprehensive overview of fundamental principles that underpin touch-based continuous mobile device authentication. Our work discusses state-of- the-art methods in touch data acquisition, behavioural feature extraction, user classification, and evaluation methods. This paper also discusses some challenges and opportunities in the current touch-based continuous mobile device authentication domain to obtain a broad research community and market acceptance.
Keywords: Biometrics | Mobile device security | Continuous authentication | Touch biometric

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قیمت: رایگان

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توضیحات اضافی:

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