A framework assessing the effect of user emotions on touch gesture behavioural biometric authentication

Abdulsalam, Rasha and Akram, M. Zeki (2020) A framework assessing the effect of user emotions on touch gesture behavioural biometric authentication. In: 2019 6th IEEE International Conference on Engineering Technologies and Applied Sciences (ICETAS), 20th-21st December 2019, Kuala Lumpur, Malaysia.

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Abstract

Smartphone security constitutes a necessary requirement due to the sensitive information they contain and the important tasks they perform. Behavioral biometric technology such as touch gesture authentication is being increasingly researched covering a wide range of privacy and security systems. However, several behavior factors such as emotions and their influence on touch gesture user authentication performance has remained unaddressed. In this paper, we examine the effect of emotions on user behavior that in turn influences the performance of the touch gesture authentication system. To achieve this, we have designed an implicit touch gesture behavioral biometric authentication approach and suitable experiment procedures that will allow us to collect data in different user emotion states (emotional and natural) and conduct a comparative experiment for examining the influence of emotion factor. Android application has been developed to collect data from user input on touchscreen smartphones. The different emotion user data will be induced using film clips emotion elicitation method and categorized based on the discrete emotion dimension.

Item Type:	Conference or Workshop Item (Plenary Papers)
Additional Information:	6153/80937
Uncontrolled Keywords:	authentication, behavioral Biometric, touch Gesture, touchscreen, emotion
Subjects:	T Technology > T Technology (General) > T173.2 Technological change
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Information System Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User:	Akram M Zeki
Date Deposited:	13 Jul 2020 15:29
Last Modified:	23 Mar 2021 15:10
URI:	http://irep.iium.edu.my/id/eprint/80937

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