Mouse dynamics behavioral biometrics: A survey

S Khan, C Devlen, M Manno, D Hou - ACM Computing Surveys, 2024 - dl.acm.org
Utilization of the Internet in our everyday lives has made us vulnerable in terms of privacy
and security of our data and systems. Therefore, there is a pressing need to protect our data …

Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey

S Liu, W Shao, T Li, W Xu, L Song - Digital Signal Processing, 2022 - Elsevier
In recent years, wearable technology is interwoven with our everyday lives because of its
commoditization and comfort. Security and privacy become a big concern as many user …

Intrusion detection using mouse dynamics

M Antal, E Egyed‐Zsigmond - IET Biometrics, 2019 - Wiley Online Library
Compared to other behavioural biometrics, mouse dynamics is a less explored area.
General purpose data sets containing unrestricted mouse usage data are usually not …

Performance evaluation of implicit smartphones authentication via sensor-behavior analysis

C Shen, Y Chen, X Guan - Information Sciences, 2018 - Elsevier
The pervasiveness of mobile devices not only facilitates people's daily life with a wide
variety of services, but also brings users risks of private information leakage (eg, photos …

BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection

A Acien, A Morales, J Fierrez, R Vera-Rodriguez - Pattern Recognition, 2022 - Elsevier
We first study the suitability of behavioral biometrics to distinguish between computers and
humans, commonly named as bot detection. We then present BeCAPTCHA-Mouse, a bot …

[PDF][PDF] Mouse dynamics based user recognition using deep learning

M Antal, N Fejér - Acta Universitatis Sapientiae, Informatica, 2020 - intapi.sciendo.com
Behavioural biometrics provides an extra layer of security for user authentication
mechanisms. Among behavioural biometrics, mouse dynamics provides a non-intrusive …

SapiMouse: Mouse dynamics-based user authentication using deep feature learning

M Antal, N Fejér, K Buza - 2021 IEEE 15th International …, 2021 - ieeexplore.ieee.org
The increasing interest in the analysis of mouse-based human-computer interaction may be
attributed to prominent applications, such as user authentication and bot detection based on …

[HTML][HTML] An empirical evaluation of online continuous authentication and anomaly detection using mouse clickstream data analysis

S Almalki, N Assery, K Roy - Applied Sciences, 2021 - mdpi.com
While the password-based authentication used in social networks, e-mail, e-commerce, and
online banking is vulnerable to hackings, biometric-based continuous authentication …

Continuous user authentication using mouse dynamics, machine learning, and minecraft

N Siddiqui, R Dave, N Seliya - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Mouse dynamics has grown in popularity as a novel, irreproducible behavioral biometric.
Datasets which contain general, unrestricted mouse movements from users are sparse in …

Mouse authentication without the temporal aspect–what does a 2d-cnn learn?

P Chong, YXM Tan, J Guarnizo… - 2018 IEEE Security …, 2018 - ieeexplore.ieee.org
Mouse dynamics as behavioral biometrics are under investigation for their effectiveness in
computer security systems. Previous state-of-the-art methods relied on heuristic feature …