Classical and modern face recognition approaches: a complete review
Human face recognition have been an active research area for the last few decades.
Especially, during the last five years, it has gained significant research attention from …
Especially, during the last five years, it has gained significant research attention from …
A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods
Face Recognition is considered one of the most common biometric solutions these days and
is widely used across a range of devices for various security purposes. The performance of …
is widely used across a range of devices for various security purposes. The performance of …
Deepfakes: a new threat to face recognition? assessment and detection
P Korshunov, S Marcel - arXiv preprint arXiv:1812.08685, 2018 - arxiv.org
It is becoming increasingly easy to automatically replace a face of one person in a video with
the face of another person by using a pre-trained generative adversarial network (GAN) …
the face of another person by using a pre-trained generative adversarial network (GAN) …
Face recognition systems under morphing attacks: A survey
U Scherhag, C Rathgeb, J Merkle, R Breithaupt… - IEEE …, 2019 - ieeexplore.ieee.org
Recently, researchers found that the intended generalizability of (deep) face recognition
systems increases their vulnerability against attacks. In particular, the attacks based on …
systems increases their vulnerability against attacks. In particular, the attacks based on …
A dataset and benchmark for large-scale multi-modal face anti-spoofing
Face anti-spoofing is essential to prevent face recognition systems from a security breach.
Much of the progresses have been made by the availability of face anti-spoofing benchmark …
Much of the progresses have been made by the availability of face anti-spoofing benchmark …
Vulnerability assessment and detection of deepfake videos
P Korshunov, S Marcel - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
It is becoming increasingly easy to automatically replace a face of one person in a video with
the face of another person by using a pre-trained generative adversarial network (GAN) …
the face of another person by using a pre-trained generative adversarial network (GAN) …
Deep models and shortwave infrared information to detect face presentation attacks
This paper addresses the problem of face presentation attack detection using different
image modalities. In particular, the usage of short wave infrared (SWIR) imaging is …
image modalities. In particular, the usage of short wave infrared (SWIR) imaging is …
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 …
Toothsonic: Earable authentication via acoustic toothprint
Earables (ear wearables) are rapidly emerging as a new platform encompassing a diverse
range of personal applications. The traditional authentication methods hence become less …
range of personal applications. The traditional authentication methods hence become less …
EarDynamic: An ear canal deformation based continuous user authentication using in-ear wearables
Biometric-based authentication is gaining increasing attention for wearables and mobile
applications. Meanwhile, the growing adoption of sensors in wearables also provides …
applications. Meanwhile, the growing adoption of sensors in wearables also provides …