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 …

Deep Learning and Machine Learning, Better Together Than Apart: A Review on Biometrics Mobile Authentication

S Kokal, M Vanamala, R Dave - Journal of Cybersecurity and Privacy, 2023 - mdpi.com
Throughout the past several decades, mobile devices have evolved in capability and
popularity at growing rates while improvement in security has fallen behind. As smartphones …

[PDF][PDF] 机器学习在网络空间安全研究中的应用

张蕾, 崔勇, 刘静, 江勇, 吴建平 - 计算机学报, 2018 - cjc.ict.ac.cn
摘要随着云计算, 物联网, 大数据等新兴技术的迅猛发展, 数以亿计的网络接入点,
联网设备以及网络应用产生的海量数据, 给网络空间安全带来了巨大的困难和挑战 …

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 …

Strengthening password authentication using keystroke dynamics and smartphone sensors

T Anusas-Amornkul - Proceedings of the 9th International Conference …, 2019 - dl.acm.org
Presently, a password authentication is a weak point for security in the authentication
scheme because a password is easy to be stolen and a user may ignore the security by …

The utility of behavioral biometrics in user authentication and demographic characteristic detection: a scoping review

OL Finnegan, JW White III, B Armstrong, EL Adams… - Systematic …, 2024 - Springer
Background Objective measures of screen time are necessary to better understand the
complex relationship between screen time and health outcomes. However, current objective …

Mobile keystroke dynamics for biometric recognition: An overview

E Maiorana, H Kalita, P Campisi - IET biometrics, 2021 - Wiley Online Library
In the relatively recent past, the analysis of keystroke dynamics for biometric recognition
purposes has intrigued researchers, since practical evidences have shown differences in …

Crossbehaauth: Cross-scenario behavioral biometrics authentication using keystroke dynamics

C Lin, J He, C Shen, Q Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Behavioral biometrics has been widely investigated and deployed in real world scenarios for
human authentication. However, there has been almost nil attempt to identify behavior …

Dynamic keystroke technique for a secure authentication system based on deep belief nets

AO Aljahdali, F Thabit, H Aldissi, W Nagro - Engineering, Technology & …, 2023 - etasr.com
The rapid growth of electronic assessment in various fields has led to the emergence of
issues such as user identity fraud and cheating. One potential solution to these problems is …

Keyboard dynamic analysis by Alexnet type neural network

S Toliupa, I Tereikovskyi, O Tereikovskyi… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
In this article has been reviewed questions of development neural network analysis tools of
keyboard handwriting indicators for personality and user emotions recognition. Installed …