Continuous user authentication on mobile devices: Recent progress and remaining challenges
Recent developments in sensing and communication technologies have led to an explosion
in the use of mobile devices such as smart phones and tablets. With the increase in the use …
in the use of mobile devices such as smart phones and tablets. With the increase in the use …
User authentication on mobile devices: Approaches, threats and trends
Mobile devices have brought a great convenience to us these years, which allow the users
to enjoy the anytime and anywhere various applications such as the online shop** …
to enjoy the anytime and anywhere various applications such as the online shop** …
Security, privacy, and usability in continuous authentication: A survey
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 …
Survey on automatic lip-reading in the era of deep learning
In the last few years, there has been an increasing interest in develo** systems for
Automatic Lip-Reading (ALR). Similarly to other computer vision applications, methods …
Automatic Lip-Reading (ALR). Similarly to other computer vision applications, methods …
Towards directly modeling raw speech signal for speaker verification using CNNs
Speaker verification systems traditionally extract and model cepstral features or filter bank
energies from the speech signal. In this paper, inspired by the success of neural network …
energies from the speech signal. In this paper, inspired by the success of neural network …
Preventing deepfake attacks on speaker authentication by dynamic lip movement analysis
CZ Yang, J Ma, S Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Recent research has demonstrated that lip-based speaker authentication systems can not
only achieve good authentication performance but also guarantee liveness. However, with …
only achieve good authentication performance but also guarantee liveness. However, with …
A review of recent advances in visual speech decoding
Visual speech information plays an important role in automatic speech recognition (ASR)
especially when audio is corrupted or even inaccessible. Despite the success of audio …
especially when audio is corrupted or even inaccessible. Despite the success of audio …
Fairness in biometrics: a figure of merit to assess biometric verification systems
Machine learning-based (ML) systems are being largely deployed since the last decade in a
myriad of scenarios impacting several instances in our daily lives. With this vast sort of …
myriad of scenarios impacting several instances in our daily lives. With this vast sort of …
DeepFake on face and expression swap: A review
Remarkable advances have been made in deep learning, leading to the emergence of
highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models …
highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models …
Active user authentication for smartphones: A challenge data set and benchmark results
In this paper, automated user verification techniques for smartphones are investigated. A
unique non-commercial dataset, the University of Maryland Active Authentication Dataset 02 …
unique non-commercial dataset, the University of Maryland Active Authentication Dataset 02 …