A comprehensive overview of biometric fusion
The performance of a biometric system that relies on a single biometric modality (eg,
fingerprints only) is often stymied by various factors such as poor data quality or limited …
fingerprints only) is often stymied by various factors such as poor data quality or limited …
Security, privacy, and usability in continuous authentication: A survey
AF Baig, S Eskeland - Sensors, 2021 - mdpi.com
Continuous authentication has been proposed as a possible approach for passive and
seamless user authentication, using sensor data comprising biometric, behavioral, and …
seamless user authentication, using sensor data comprising biometric, behavioral, and …
Trustworthy LLMs: A survey and guideline for evaluating large language models' alignment
Ensuring alignment, which refers to making models behave in accordance with human
intentions [1, 2], has become a critical task before deploying large language models (LLMs) …
intentions [1, 2], has become a critical task before deploying large language models (LLMs) …
Learning deep features for one-class classification
We present a novel deep-learning-based approach for one-class transfer learning in which
labeled data from an unrelated task is used for feature learning in one-class classification …
labeled data from an unrelated task is used for feature learning in one-class classification …
Deep learning approaches for continuous authentication based on activity patterns using mobile sensing
S Mekruksavanich, A Jitpattanakul - Sensors, 2021 - mdpi.com
Smartphones as ubiquitous gadgets are rapidly becoming more intelligent and context-
aware as sensing, networking, and processing capabilities advance. These devices provide …
aware as sensing, networking, and processing capabilities advance. These devices provide …
One-class convolutional neural network
We present a novel convolutional neural network (CNN) based approach for one-class
classification. The idea is to use a zero centered Gaussian noise in the latent space as the …
classification. The idea is to use a zero centered Gaussian noise in the latent space as the …
Behavioral biometrics & continuous user authentication on mobile devices: A survey
This paper offers an up-to-date, comprehensive, extensive and targeted survey on
Behavioral Biometrics and Continuous Authentication technologies for mobile devices. Our …
Behavioral Biometrics and Continuous Authentication technologies for mobile devices. Our …
Toward zero-trust security for the metaverse
By focusing on immersive interaction among users, the burgeoning Metaverse can be
viewed as a natural extension of existing social media. Similar to traditional online social …
viewed as a natural extension of existing social media. Similar to traditional online social …
Performance analysis of multi-motion sensor behavior for active smartphone authentication
The increasing use of smartphones as personal computing platforms to access personal
information has stressed the demand for secure and usable authentication techniques, and …
information has stressed the demand for secure and usable authentication techniques, and …
A survey on behavioral biometric authentication on smartphones
Recent research has shown the possibility of using smartphones' sensors and accessories
to extract some behavioral attributes such as touch dynamics, keystroke dynamics and gait …
to extract some behavioral attributes such as touch dynamics, keystroke dynamics and gait …