Deep learning for biometrics: A survey
K Sundararajan, DL Woodard - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
In the recent past, deep learning methods have demonstrated remarkable success for
supervised learning tasks in multiple domains including computer vision, natural language …
supervised learning tasks in multiple domains including computer vision, natural language …
A broad review on non-intrusive active user authentication in biometrics
PA Thomas, K Preetha Mathew - Journal of Ambient Intelligence and …, 2023 - Springer
Authentication is the process of keeping the user's personal information as confidential in
digital applications. Moreover, the user authentication process in the digital platform is …
digital applications. Moreover, the user authentication process in the digital platform is …
Passgan: A deep learning approach for password guessing
State-of-the-art password guessing tools, such as HashCat and John the Ripper, enable
users to check billions of passwords per second against password hashes. In addition to …
users to check billions of passwords per second against password hashes. In addition to …
Online student authentication and proctoring system based on multimodal biometrics technology
M Labayen, R Vea, J Flórez, N Aginako, B Sierra - IEEE Access, 2021 - ieeexplore.ieee.org
Identity verification and proctoring of online students are one of the key challenges to online
learning today. Especially for online certification and accreditation, the training organizations …
learning today. Especially for online certification and accreditation, the training organizations …
Keystroke biometric systems for user authentication
Keystroke biometrics (KB) authentication systems are a less popular form of access control,
although they are gaining popularity. In recent years, keystroke biometric authentication has …
although they are gaining popularity. In recent years, keystroke biometric authentication has …
Fast free-text authentication via instance-based keystroke dynamics
Keystroke dynamics study the way in which users input text via their keyboards. Having the
ability to differentiate users, typing behaviors can unobtrusively form a component of a …
ability to differentiate users, typing behaviors can unobtrusively form a component of a …
Keystroke dynamics-based user authentication using long and free text strings from various input devices
Keystroke dynamics, which refers to the typing pattern of an individual, has been highlighted
as a practical behavioral biometric feature that does not require any additional recognition …
as a practical behavioral biometric feature that does not require any additional recognition …
[PDF][PDF] A review of finger-vein biometrics identification approaches
Biometrics trait using finger-vein has attracted numerous attention from researchers all over
the world since the last decade. Various approaches have been proposed in regard to …
the world since the last decade. Various approaches have been proposed in regard to …
On continuous user authentication via typing behavior
We hypothesize that an individual computer user has a unique and consistent habitual
pattern of hand movements, independent of the text, while typing on a keyboard. As a result …
pattern of hand movements, independent of the text, while typing on a keyboard. As a result …
[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 …
couple of decades on keystroke dynamics biometrics. We review the literature in light of …