Challenges and opportunities of biometric user authentication in the age of iot: A survey

CW Lien, S Vhaduri - ACM Computing Surveys, 2023 - dl.acm.org
While the Internet of Things (IoT) devices, such as smartwatches, provide a range of services
from managing financial transactions to monitoring smart homes, these devices often lead to …

User authentication schemes using machine learning methods—a review

N Siddiqui, L Pryor, R Dave - Proceedings of International Conference on …, 2021 - Springer
With the recent advancements in technology, more and more people rely on their personal
devices to store their sensitive information. Concurrently, the environment in which these …

Opportunistic multi-modal user authentication for health-tracking IoT wearables

A Muratyan, W Cheung, SV Dibbo… - The Fifth International …, 2022 - Springer
With the advancement of technologies, market wearables are becoming increasingly
popular with a range of services, including providing access to bank accounts, accessing …

Bag of on-phone ANNs to secure IoT objects using wearable and smartphone biometrics

S Vhaduri, W Cheung, SV Dibbo - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The introduction of the Internet of Things (IoT) has made several emerging applications, from
financial transactions to property access, possible through IoT-connected smart wearables …

HIAuth: A hierarchical implicit authentication system for IoT wearables using multiple biometrics

S Vhaduri, SV Dibbo, W Cheung - Ieee Access, 2021 - ieeexplore.ieee.org
Day-by-day wearable devices, such as smartwatches, are getting popular with their wide
range of services, including allowing financial transactions, unlocking cars, tracking health …

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 …

Environment knowledge-driven generic models to detect coughs from audio recordings

S Vhaduri, SV Dibbo, Y Kim - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Goal: Millions of people are dying due to respiratory diseases, such as COVID-19 and
asthma, which are often characterized by some common symptoms, including coughing …

On-phone CNN model-based implicit authentication to secure IoT wearables

SV Dibbo, W Cheung, S Vhaduri - … Conference on Safety and Security with …, 2022 - Springer
The connectivity of smart technologies, such as smartphones and smart wearables, is ever-
increasing with the emergence of the internet of things (IoT). This technological …

Predicting a user's demographic identity from leaked samples of health-tracking wearables and understanding associated risks

S Vhaduri, SV Dibbo, CY Chen - 2022 IEEE 10th International …, 2022 - ieeexplore.ieee.org
Recently, market wearables, such as smartwatches with their powerful sensing and
computing capabilities, are helping us to real-time monitoring activity, sleep quality, mental …

Transfer Learning to Detect COVID-19 Coughs with Incremental Addition of Patient Coughs to Healthy People's Cough Detection Models

S Vhaduri, S Paik, JE Huber - International Conference on Wireless …, 2023 - Springer
Millions of people have died worldwide from COVID-19. In addition to its high death toll,
COVID-19 has led to unbearable suffering for individuals and a huge global burden to the …