Continuous user authentication on smartphone via behavioral biometrics: a survey

PK Rayani, S Changder - Multimedia Tools and Applications, 2023 - Springer
The use of ubiquitous devices is increasing worldwide due to signs of progress in
sophisticated hardware technology with cutting-edge features. These features offer most …

Touch-based continuous mobile device authentication: State-of-the-art, challenges and opportunities

AZ Zaidi, CY Chong, Z Jin, R Parthiban… - Journal of Network and …, 2021 - Elsevier
The advancement in the computational capability and storage size of a modern mobile
device has evolved it into a multi-purpose smart device for individual and business needs …

Handwriting biometrics: Applications and future trends in e-security and e-health

M Faundez-Zanuy, J Fierrez, MA Ferrer, M Diaz… - Cognitive …, 2020 - Springer
Online handwritten analysis presents many applications in e-security, signature biometrics
being the most popular but not the only one. Handwriting analysis also has an important set …

[HTML][HTML] Mobile behavioral biometrics for passive authentication

G Stragapede, R Vera-Rodriguez, R Tolosana… - Pattern Recognition …, 2022 - Elsevier
Current mobile user authentication systems based on PIN codes, fingerprint, and face
recognition have several shortcomings. Such limitations have been addressed in the …

[HTML][HTML] M-GaitFormer: Mobile biometric gait verification using Transformers

P Delgado-Santos, R Tolosana, R Guest… - … Applications of Artificial …, 2023 - Elsevier
Mobile devices such as smartphones and smartwatches are part of our everyday life,
acquiring large amount of personal information that needs to be properly secured. Among …

BioTouchPass2: Touchscreen password biometrics using time-aligned recurrent neural networks

R Tolosana, R Vera-Rodriguez, J Fierrez… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Passwords are still used on a daily basis for all kind of applications. However, they are not
secure enough by themselves in many cases. This work enhances password scenarios …

[HTML][HTML] SwipeFormer: Transformers for mobile touchscreen biometrics

P Delgado-Santos, R Tolosana, R Guest… - Expert Systems with …, 2024 - Elsevier
The growing number of mobile devices over the past few years brings a large amount of
personal information, which needs to be properly protected. As a result, several mobile …

Touch-dynamics based behavioural biometrics on mobile devices–a review from a usability and performance perspective

E Ellavarason, R Guest, F Deravi… - ACM Computing …, 2020 - dl.acm.org
Over the past few years, there has been an exponential increase in the percentage of
people owning and using a smart phone. These devices have sensor-rich touchscreens that …

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 …