[HTML][HTML] A hybrid method for keystroke biometric user identification

ML Ali, K Thakur, MA Obaidat - Electronics, 2022 - mdpi.com
The generative model and discriminative model are the two categories of statistical models
used in keystroke biometric areas. Generative models have the trait of handling missing or …

[HTML][HTML] An attention based approach for automated account linkage in federated identity management

SD Varnosfaderani, P Kasprzak, A Badirova… - Information …, 2024 - Elsevier
Linking digital accounts belonging to the same user has progressed from a research topic to
a foundation for security, user satisfaction, and developing next-generation services. Still …

The Improved Biometric Identification of Keystroke Dynamics Based on Deep Learning Approaches

Ł Wyciślik, P Wylężek, A Momot - Sensors, 2024 - mdpi.com
In an era marked by escalating concerns about digital security, biometric identification
methods have gained paramount importance. Despite the increasing adoption of biometric …

[HTML][HTML] KD-Net: Continuous-Keystroke-Dynamics-Based Human Identification from RGB-D Image Sequences

X Dai, R Zhao, P Hu, A Munteanu - Sensors, 2023 - mdpi.com
Keystroke dynamics is a soft biometric based on the assumption that humans always type in
uniquely characteristic manners. Previous works mainly focused on analyzing the key press …

[HTML][HTML] A deep-learning-based approach to keystroke-injection payload generation

V Gurčinas, J Dautartas, J Janulevičius, N Goranin… - Electronics, 2023 - mdpi.com
Investigation and detection of cybercrimes has been in the spotlight of cybersecurity
research for as long as the topic has existed. Modern methods are required to keep up with …

[PDF][PDF] Enhancing user-level security: performance analysis of machine learning algorithms for dynamic keystroke analysis

BR KRISHNA, MS VARMA - Journal of Theoretical and Applied Information …, 2023 - jatit.org
In today's computing and information-processing industry, security has become a paramount
concern. With the proliferation of internet-based devices and the exponential growth of data …

DEFT: A new distance-based feature set for keystroke dynamics

N Kaluarachchi, S Kandanaarachchi… - … Conference of the …, 2023 - ieeexplore.ieee.org
Keystroke dynamics is a behavioural biometric utilised for user identification and
authentication. We propose a new set of features based on the distance between keys on …

Continuous Authentication in the Digital Age: An Analysis of Reinforcement Learning and Behavioral Biometrics

P Bansal, A Ouda - Computers, 2024 - mdpi.com
This research article delves into the development of a reinforcement learning (RL)-based
continuous authentication system utilizing behavioral biometrics for user identification on …

An attention based approach for automated account linkage in federated identity management

S Dabbaghi Varnosfaderani, P Kasprzak, A Badirova… - 2024 - dl.acm.org
Linking digital accounts belonging to the same user has progressed from a research topic to
a foundation for security, user satisfaction, and developing next-generation services. Still …

Commentary: Unfolding the role of biometric identification procedures in the current digital era

B Gurnani, K Kaur, T Sharma… - Indian Journal of …, 2023 - journals.lww.com
Personal identification through different biometry systems is being utilized worldwide on a
massive scale. Biometric identification techniques have now penetrated the systems and are …