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 ty** dynamics, is a biometric-
based on ty** style. Typists have unique ty** 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 …

TypeNet: Deep learning keystroke biometrics

A Acien, A Morales, JV Monaco… - … and Identity Science, 2021 - ieeexplore.ieee.org
We study the performance of Long Short-Term Memory networks for keystroke biometric
authentication at large scale in free-text scenarios. For this we explore the performance of …

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 …

TypeFormer: Transformers for mobile keystroke biometrics

G Stragapede, P Delgado-Santos, R Tolosana… - Neural Computing and …, 2024 - Springer
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 …

Mobile keystroke biometrics using transformers

G Stragapede, P Delgado-Santos… - 2023 IEEE 17th …, 2023 - ieeexplore.ieee.org
Among user authentication methods, behavioural biometrics has proven to be effective
against identity theft as well as user-friendly and unobtrusive. One of the most popular traits …

Smartphone sensors for modeling human-computer interaction: General outlook and research datasets for user authentication

A Acien, A Morales, R Vera-Rodriguez… - 2020 IEEE 44th …, 2020 - ieeexplore.ieee.org
In this paper we list the sensors commonly available in modern smartphones and provide a
general outlook of the different ways these sensors can be used for modeling the interaction …

BeCAPTCHA: Behavioral bot detection using touchscreen and mobile sensors benchmarked on HuMIdb

A Acien, A Morales, J Fierrez, R Vera-Rodriguez… - … Applications of Artificial …, 2021 - Elsevier
In this paper we study the suitability of a new generation of CAPTCHA methods based on
smartphone interactions. The heterogeneous flow of data generated during the interaction …