Recent advances in mobile touch screen security authentication methods: A systematic literature review

被引:10
|
作者
Ibrahim, Tahir Musa [1 ]
Abdulhamid, Shafi'i Muhammad [2 ]
Alarood, Ala Abdusalam [3 ]
Chiroma, Haruna [4 ]
Al-garadi, Mohammed Ali [5 ]
Rana, Nadim [6 ]
Muhammad, Amina Nuhu [7 ]
Abubakar, Adamu [8 ]
Haruna, Khalid [9 ]
Gabralla, Lubna A. [10 ]
机构
[1] Natl Open Univ Nigeria, Dept Informat Technol, Lagos, Nigeria
[2] Fed Univ Technol, Dept Cyber Secur Sci, Minna, Nigeria
[3] Univ Jeddah, Dept Comp Sci, Jeddah, Saudi Arabia
[4] Fed Coll Educ Tech, Dept Comp Sci, Gombe, Nigeria
[5] Qatar Univ, Dept Comp Sci & Engn Dept, Doha, Qatar
[6] Univ Teknol Malaysia, Fac Comp, Johor Baharu, Malaysia
[7] Gombe State Univ, Dept Math, Gombe, Nigeria
[8] Int Islamic Univ Malaysia, Dept Comp Sci, Selangor, Malaysia
[9] Bayero Univ, Dept Comp Sci, Kano, Nigeria
[10] Princess Nourah Bint Abdulrahman Univ Saudi Arabi, Comp Sci & IT Dept, Coll Community, Riyadh, Saudi Arabia
关键词
Mobile device security; Graphical password; PIN based authentication; Biometric security; Touchscreen gesture/pattern; Natural algorithms; USER AUTHENTICATION; IRIS RECOGNITION; PHONE; DESIGN;
D O I
10.1016/j.cose.2019.04.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The security of the smartphone touch screen has attracted considerable attention from academics as well as industry and security experts. The maximum security of the mobile phone touch screen is necessary to protect the user's stored information in the event of loss. Previous reviews in this research domain have focused primarily on biometrics and graphical passwords while leaving out PIN, gesture/pattern and others. In this paper, we present a comprehensive literature review of the recent advances made in mobile touch screen authentication techniques covering PIN, pattern/gesture, biometrics, graphical password and others. A new comprehensive taxonomy of the various multiple class authentication techniques is presented in order to expand the existing taxonomies on single class authentication techniques. The review reveals that the most recent studies that propose new techniques for providing maximum security to smartphone touch screen reveal multi-objective optimization problems. In addition, open research problems and promising future research directions are presented in the paper. Expert researchers can benefit from the review by gaining new insights into touch screen cyber security, and novice researchers may use this paper as a starting point of their inquiry. (C) 2019 Published by Elsevier Ltd.
引用
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页码:1 / 24
页数:24
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