Deep learning for biometrics: A survey

K Sundararajan, DL Woodard - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
In the recent past, deep learning methods have demonstrated remarkable success for
supervised learning tasks in multiple domains including computer vision, natural language …

[PDF][PDF] A survey on keystroke dynamics biometrics: approaches, advances, and evaluations

Y Zhong, Y Deng - Recent Advances in User Authentication Using …, 2015 - researchgate.net
In this review paper we present a comprehensive survey of research efforts in the past
couple of decades on keystroke dynamics biometrics. We review the literature in light of …

Keystroke biometric systems for user authentication

ML Ali, JV Monaco, CC Tappert, M Qiu - Journal of Signal Processing …, 2017 - Springer
Keystroke biometrics (KB) authentication systems are a less popular form of access control,
although they are gaining popularity. In recent years, keystroke biometric authentication has …

TypeFormer: Transformers for mobile keystroke biometrics

G Stragapede, P Delgado-Santos, R Tolosana… - arXiv preprint arXiv …, 2022 - arxiv.org
The broad usage of mobile devices nowadays, the sensitiveness of the information
contained in them, and the shortcomings of current mobile user authentication methods are …

[HTML][HTML] Strengthen user authentication on mobile devices by using user's touch dynamics pattern

PS Teh, N Zhang, SY Tan, Q Shi, WH Khoh… - Journal of Ambient …, 2020 - Springer
Mobile devices, particularly the touch screen mobile devices, are increasingly used to store
and access private and sensitive data or services, and this has led to an increased demand …

A comprehensive review of keystroke dynamics-based authentication mechanism

N Raul, R Shankarmani, P Joshi - … : Proceedings of ICICC 2019, Volume 2, 2020 - Springer
Keystroke dynamics, also called keystroke biometrics or typing dynamics, is a biometric-
based on typing style. Typists have unique typing patterns that can be analyzed to confirm …

A systematic literature review on latest keystroke dynamics based models

S Roy, J Pradhan, A Kumar, DRD Adhikary… - IEEE …, 2022 - ieeexplore.ieee.org
The purpose of this study is to conduct a comprehensive evaluation and analysis of the most
recent studies on the implications of keystroke dynamics (KD) patterns in user …

Application of recurrent neural networks for user verification based on keystroke dynamics

P Kobojek, K Saeed - Journal of telecommunications and …, 2016 - yadda.icm.edu.pl
Keystroke dynamics is one of the biometrics techniques that can be used for the verification
of a human being. This work briefly introduces the history of biometrics and the state of the …

Machine learning and deep learning for fixed-text keystroke dynamics

HC Chang, J Li, CS Wu, M Stamp - Artificial Intelligence for Cybersecurity, 2022 - Springer
Keystroke dynamics can be used to analyze the way that users type by measuring various
aspects of keyboard input. Previous work has demonstrated the feasibility of user …

Keystroke dynamics: Concepts, techniques, and applications

R Shadman, AA Wahab, M Manno… - arXiv preprint arXiv …, 2023 - arxiv.org
Reliably identifying and authenticating users remains integral to computer system security.
Various novel authentication tenchniques such as biometric authentication systems have …