User behaviour and interactions for multimodal authentication

Haron, Galoh Rashidah; Maniam, Dharmadharshni; Nen, Latifah Mat; Daud, Nor Izyani

doi:10.1109/pst.2016.7906979

Cited by 4 publications

(3 citation statements)

References 1 publication

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“…However, despite the significant advantage of Behaviometrics authentication, a key challenge is determining the appropriate combination of behavioral biometrics to achieve an adequate level of security and higher user experience. The study conducted by Haron et al [47] presented an extensive discussion on the user behavior for multimodal authentication systems for web application access and login. The authors have highlighted the efficiency of a multimodal authentication scheme considering high-level user experience in this study.…”

Section: ) Behaviometrics Authenticationmentioning

confidence: 99%

“…However, traditional authentication approaches are associated with limitations. They do not ask the user to validate their uniqueness during their active login session, making computing devices vulnerable to invite security threats and illegal activity when users log in [11]. These studies have also emphasized improving privacy when sensitive context information is accessed, which is a significant challenge.…”

Section: Introductionmentioning

confidence: 99%

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A Frictionless and Secure User Authentication in Web-Based Premium Applications

Olanrewaju

Khan²,

Morshidi

et al. 2021

IEEE Access

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By and large authentication systems employed for web-based applications primarily utilize a conventional username and password-based schemes, which can be compromised easily. Currently, there is an evolution of various complex user authentication schemes based on the sophisticated methodology of encryption. However, many of these schemes suffer from either low impact full consequences or offer security at higher resource dependence. Furthermore, the majority of these schemes don't consider dynamic threat and attack strategies when the clients are exposed to unidentified attack environments. Hence, this paper proposes a secure user authentication mechanism for web applications with a frictionless experience. An automated authentication scheme is designed based on user behaviour login events. The uniqueness of user identity is validated in the proposed system at the login interface, followed by implying an appropriate user authentication process. The authentication process is executed under four different login mechanisms, which depend on the profiler and the authenticator function. The profiler uses user behavioural data, including login session time, device location, browser, and details of accessed web services. The system processes these data and generates a user profile via a profiler using the authenticator function. The authenticator provides a login mechanism to the user to perform the authentication process. After successful login attempts, the proposed system updates database for future evaluation in the authentication process. The study outcome shows that the proposed system excels to other authentication schemes for an existing web-based application. The proposed method, when comparatively examined, is found to offer approximately a 10% reduction in delay, 7% faster response time, and 11% minimized memory usage compared with existing authentication schemes for premium web-based applications.

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Section: ) Behaviometrics Authenticationmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

A Frictionless and Secure User Authentication in Web-Based Premium Applications

Olanrewaju

Khan²,

Morshidi

et al. 2021

IEEE Access

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“…Pemanfaatan lapisan tamabahan untuk keamanan menjadi perhatian penting untuk perencanaan dan pengembangan sistem kedepannya. Tingkat keamanan dan metode autentikasi yang dapat digunakan oleh pengguna dianalisa oleh penelitian yang dilakukan [12]. Penelitian tersebut memberikan preferensi kepada pengguna untuk bebas menggunakan metode autentikasi yang diinginkan, sesuai dengan tingkat pemahaman terhadap IT.…”

Section: Tinjauan Pustakaunclassified

Two Factor Authentication Berbasis SMS pada Layanan Single Sign-On Universitas Mataram

Mardiansyah¹,

Zubaidi

et al. 2021

J-Cosine

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Keamanan merupakan bagian yang penting dalam hal transaksi elektronik. Sistem informasi di Universitas Mataram secara umum menggunakan metode username dan password untuk melakukan autentikasi (Single Factor Authentication - SFA). Metode SFA rentan dengan serangan brute force terhadap layanan Single Sign On (SSO). Untuk menangkal serangan brute force, penelitian ini mengusulkan implementasi Two Factor Authentication (TFA) berbasis SMS pada SSO. Penelitian ini menemukan pengujian yang dilakukan dengan melakukan analisa pada simulasi serangan brute force tidak dapat menembus akses dari akun pengguna. Pengujian lainnya dengan menggunakan metode User Experience Questionnaire (UEQ) menemukan skor pada aspek Pragmatis adalah 1,927 (Excellent), pada aspek Hedonis adalah 1,667 (Excellent), dan secara keseluruhan adalah 1,797 (Excellent).

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Multifactor Authentication Approach on Internet of Things: Children's Toys

Alanazi

Aborokbah

2022

2022 2nd International Conference on Computing and Information Technology (ICCIT)

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User behaviour and interactions for multimodal authentication

Cited by 4 publications

References 1 publication

A Frictionless and Secure User Authentication in Web-Based Premium Applications

A Frictionless and Secure User Authentication in Web-Based Premium Applications

Two Factor Authentication Berbasis SMS pada Layanan Single Sign-On Universitas Mataram

Multifactor Authentication Approach on Internet of Things: Children's Toys

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