[PDF][PDF] A survey on keystroke dynamics biometrics: approaches, advances, and evaluations

Y Zhong, Y Deng - Recent Advances in User Authentication Using …, 2015 - researchgate.net
In this review paper we present a comprehensive survey of research efforts in the past
couple of decades on keystroke dynamics biometrics. We review the literature in light of …

An evaluation of one-class and two-class classification algorithms for keystroke dynamics authentication on mobile devices

M Antal, LZ Szabó - … on Control Systems and Computer Science, 2015 - ieeexplore.ieee.org
In this paper we study keystroke dynamics as an authentication mechanism for touch screen
based devices. The authentication process decides whether the identity of a given person is …

Behavioral biometrics scheme with keystroke and swipe dynamics for user authentication on mobile platform

KW Tse, K Hung - 2019 IEEE 9th Symposium on Computer …, 2019 - ieeexplore.ieee.org
Due to the explosive growth of mobile devices worldwide, authentication is receiving
increasing attention. Conventionally, explicit authentication methods such as password is …

The mobikey keystroke dynamics password database: Benchmark results

M Antal, L Nemes - … on Information and Communication Technology for …, 2016 - Springer
In this paper we study keystroke dynamics as an authentication mechanism for touchscreen
based devices. A data collection application was designed and implemented for Android …

A comparison of machine learning algorithms in keystroke dynamics

K Elliot, J Graham, Y Yassin, T Ward… - 2019 international …, 2019 - ieeexplore.ieee.org
Usernames and passwords have become weaker as the methods used to bypass this
system have advanced. Today, secondary biometric authentication systems can be used to …

[HTML][HTML] Enhancing Keystroke Dynamics Authentication with Ensemble Learning and Data Resampling Techniques

X Wang, D Hou - Electronics, 2024 - mdpi.com
Background: Keystroke dynamics authentication is a behavioral biometric method that
verifies user identity by analyzing ty** patterns. While traditional machine learning …

Performance analysis of keystroke dynamics using classification algorithms

A Darabseh, D Pal - 2020 3rd International Conference on …, 2020 - ieeexplore.ieee.org
Authentication is the process of verifying the identity of a user. Biometric authentication
assures user identity by identifying users physiological or behavioral traits. Keystroke …

Systems and methods for performing security authentication based on responses to observed stimuli

TE Ott, DJ Thomsen - US Patent 9,477,823, 2016 - Google Patents
A method performed by an authentication processor for authenticating an unknown user
claiming to be a legitimate user. The method includes comparing a legitimate user response …

Keystroke dynamics and quantum machine learning

N Bhasin, SK Sharma, R Mishra - International Journal of …, 2025 - inderscienceonline.com
The performance of machine learning algorithms is often suboptimal in identifying and
classifying patterns hence, there was always a requirement for methods that could provide …

MLP neural network for keystroke-based user identification system

EC Popovici, OG Guta, LA Stancu… - … in Modern Satellite …, 2013 - ieeexplore.ieee.org
In this paper we introduce a continuous authentication system based on keystroke dynamics
(BIOMETRIC). We also propose two algorithms for extracting patterns and validating the …