FuMeAuth: Sensor-Based Continuous Authentication Using Fused Memory-Augmented Transformer Autoencoder
With the continual advancement of communication technologies, mobile devices have
become indispensable tools in our daily lives. While existing sensor-based continuous …
become indispensable tools in our daily lives. While existing sensor-based continuous …
Authconformer: Sensor-based continuous authentication of smartphone users using a convolutional transformer
M Hu, K Zhang, R You, B Tu - Computers & Security, 2023 - Elsevier
To prevent the leakage of personal information on smartphones, a method that can
authenticate the smartphone user's identity throughout the session is essential. Sensor …
authenticate the smartphone user's identity throughout the session is essential. Sensor …
Memory-augmented autoencoder based continuous authentication on smartphones with conditional transformer gans
Over the last years, sensor-based continuous authentication on mobile devices has
achieved great success on personal information protection. These proposed mechanisms …
achieved great success on personal information protection. These proposed mechanisms …
Multi-motion sensor behavior based continuous authentication on smartphones using gated two-tower transformer fusion networks
C Zhao, F Gao, Z Shen - Computers & Security, 2024 - Elsevier
With continuous authentication, smartphones can constantly calculate authentication scores
to verify a user's identity while interacting with the smartphones after logging in. Among …
to verify a user's identity while interacting with the smartphones after logging in. Among …
AUToSen: Deep-Learning-Based Implicit Continuous Authentication Using Smartphone Sensors
Smartphones have become crucial for our daily life activities and are increasingly loaded
with our personal information to perform several sensitive tasks, including, mobile banking …
with our personal information to perform several sensitive tasks, including, mobile banking …
Unsupervised Sensor-Based Continuous Authentication With Low-Rank Transformer Using Learning-to-Rank Algorithms
With the rapid development of the Internet of Things (IoTs) and mobile communications,
mobile devices have become indispensable in our daily lives. Given the substantial amount …
mobile devices have become indispensable in our daily lives. Given the substantial amount …
DeFFusion: CNN-based continuous authentication using deep feature fusion
Smartphones have become crucial and important in our daily life, but the security and
privacy issues have been major concerns of smartphone users. In this article, we present …
privacy issues have been major concerns of smartphone users. In this article, we present …
Using feature fusion strategies in continuous authentication on smartphones
With the increasing prevalence of mobile devices, people prefer to use smartphones to
make payments, take photos, and collect personal vital information. Due to the high …
make payments, take photos, and collect personal vital information. Due to the high …
Adaptive deep feature fusion for continuous authentication with data augmentation
Mobile devices are becoming increasingly popular and are playing significant roles in our
daily lives. Insufficient security and weak protection mechanisms, however, cause serious …
daily lives. Insufficient security and weak protection mechanisms, however, cause serious …
AEGANAuth: Autoencoder GAN-Based Continuous Authentication With Conditional Variational Autoencoder Generative Adversarial Network
Y Li, C Ouyang, H Huang - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
In recent years, sensor-based continuous authentication on mobile devices has proven
highly effective in safeguarding personal information. However, these proposed approaches …
highly effective in safeguarding personal information. However, these proposed approaches …