Deep Learning and Machine Learning, Better Together Than Apart: A Review on Biometrics Mobile Authentication

S Kokal, M Vanamala, R Dave - Journal of Cybersecurity and Privacy, 2023 - mdpi.com
Throughout the past several decades, mobile devices have evolved in capability and
popularity at growing rates while improvement in security has fallen behind. As smartphones …

Implicit IoT authentication using on-phone ANN models and breathing data

S Vhaduri, SV Dibbo, W Cheung - Internet of Things, 2023 - Elsevier
The expansionist nature of the Internet of Things (IoT) with smart sensing has integrated
smart technology into the fabric of daily life. From digital health check-ups and personal …

Adaptive deep feature fusion for continuous authentication with data augmentation

Y Li, L Liu, H Qin, S Deng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile devices are becoming increasingly popular and are playing significant roles in our
daily lives. Insufficient security and weak protection mechanisms, however, cause serious …

VoShield: Voice liveness detection with sound field dynamics

Q Yang, K Cui, Y Zheng - IEEE INFOCOM 2023-IEEE …, 2023 - ieeexplore.ieee.org
Voice assistants are widely integrated into a variety of smart devices, enabling users to
easily complete daily tasks and even critical operations like online transactions with voice …

IDRes: Identity-Based Respiration Monitoring System for Digital Twins Enabled Healthcare

K Fang, J Qiu, T Wang, K Zheng, L Xing… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Currently, powerful and ubiquitous mobile devices provide an opportunity to map physical
conditions to cyberspace and realize Digital Twins enabled Healthcare (DTeH). Especially …

MetaEar: Imperceptible acoustic side channel continuous authentication based on ERTF

Z Chang, L Wang, B Li, W Liu - Electronics, 2022 - mdpi.com
With the development of ubiquitous mobile devices, biometrics authentication has received
much attention from researchers. For immersive experiences in AR (augmented reality) …

A Survey of Wireless Sensing Security from a Role-Based View: Victim, Weapon, and Shield

R Geng, J Wang, Y Yuan, F Zhan, T Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Wireless sensing technology has become prevalent in healthcare, smart homes, and
autonomous driving due to its non-contact operation, penetration capabilities, and cost …

A two-step verification-based multimodal-biometric authentication system using KCP-DCNN and QR code generation

J Vinayagam, G Dilip - Journal of Ambient Intelligence and Humanized …, 2024 - Springer
For providing enhanced authentication performance, the concept of multi-biometrics
authentication systems has emerged as a promising solution in today's digital era. In the …

Biometric Authentication Using Chest Wall Displacement Recorded by VHF-Band Loop Antenna

S Hinatsu, S Wada - IEEE Access, 2024 - ieeexplore.ieee.org
In this study, we propose a biometric authentication system that uses chest wall
displacement recorded by a wearable electromagnetic near-field sensor (NFS) module with …

Room-scale Voice Liveness Detection for Smart Devices

Q Yang, K Cui, Y Zheng - IEEE Transactions on Dependable …, 2024 - ieeexplore.ieee.org
Voice assistants are widely integrated into a variety of mobile devices, enabling users to
easily complete daily tasks and even critical operations like online transactions with voice …