TypeFormer: Transformers for mobile keystroke biometrics
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 …
contained in them, and the shortcomings of current mobile user authentication methods are …
Keystroke verification challenge (KVC): biometric and fairness benchmark evaluation
Analyzing keystroke dynamics (KD) for biometric verification has several advantages: it is
among the most discriminative behavioral traits; keyboards are among the most common …
among the most discriminative behavioral traits; keyboards are among the most common …
Deep learning-based authentication for insider threat detection in critical infrastructure
A Budžys, O Kurasova, V Medvedev - Artificial Intelligence Review, 2024 - Springer
In today's cyber environment, threats such as data breaches, cyberattacks, and unauthorized
access threaten national security, critical infrastructure, and financial stability. This research …
access threaten national security, critical infrastructure, and financial stability. This research …
Keystroke dynamics as a language profiling tool: Identifying mother tongue of unknown internet users
Understanding the distinct characteristics of unidentified Internet users is helpful in various
contexts, including digital forensics, targeted advertising, and user interaction with services …
contexts, including digital forensics, targeted advertising, and user interaction with services …
Authentication by Keystroke Dynamics: The Influence of Typing Language
N Altwaijry - Applied Sciences, 2023 - mdpi.com
Keystroke dynamics is a biometric method that uses a subject's typing patterns for
authentication or identification. In this paper we investigate typing language as a factor …
authentication or identification. In this paper we investigate typing language as a factor …
Kinetic Signatures: A Systematic Investigation of Movement-Based User Identification in Virtual Reality
J Liebers, P Laskowski, F Rademaker, L Sabel… - Proceedings of the CHI …, 2024 - dl.acm.org
Behavioral Biometrics in Virtual Reality (VR) enable implicit user identification by leveraging
the motion data of users' heads and hands from their interactions in VR. This spatiotemporal …
the motion data of users' heads and hands from their interactions in VR. This spatiotemporal …
[HTML][HTML] Reading between the lines: Automatic inference of self-assessed personality traits from dyadic social chats
A Buker, A Vinciarelli - Computers in Human Behavior: Artificial Humans, 2023 - Elsevier
Interaction through text-based platforms (eg, WhatsApp) is a common everyday activity,
typically referred to as “chatting”. However, the computing community paid relatively little …
typically referred to as “chatting”. However, the computing community paid relatively little …
Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss
N González, G Stragapede, R Vera-Rodriguez… - arXiv preprint arXiv …, 2024 - arxiv.org
In 2021, the pioneering work on TypeNet showed that keystroke dynamics verification could
scale to hundreds of thousands of users with minimal performance degradation. Recently …
scale to hundreds of thousands of users with minimal performance degradation. Recently …
TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models
M Simão, F Prado, OA Wahab, A Avila - arXiv preprint arXiv:2411.07224, 2024 - arxiv.org
With the widespread of digital environments, reliable authentication and continuous access
control has become crucial. It can minimize cyber attacks and prevent frauds, specially those …
control has become crucial. It can minimize cyber attacks and prevent frauds, specially those …
RaiseAuth: a novel bio-behavioral authentication method based on ultra-low-complexity movement
Authentication plays an important role in maintaining social security. Modern authentication
methods often relies on mass data datasets to implement authentication by data-driven …
methods often relies on mass data datasets to implement authentication by data-driven …