Deepfakes and Presentation Attacks in Biometrics


Disrupting Image-Translation-Based DeepFake Algorithms with Adversarial Attacks
Chin-Yuan Yeh,
Hsi-Wen Chen,
Shang-Lun Tsai,
Sheng-De Wang
[pdf]
[bibtex]
@InProceedings{Yeh_2020_WACV_Workshops,
author = {Yeh, Chin-Yuan and Chen, Hsi-Wen and Tsai, Shang-Lun and Wang, Sheng-De},
title = {Disrupting Image-Translation-Based DeepFake Algorithms with Adversarial Attacks},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

Syn2Real: Forgery Classification via Unsupervised Domain Adaptation
Akash Kumar,
Arnav Bhavsar,
Rajesh Verma
[pdf]
[bibtex]
@InProceedings{Kumar_2020_WACV_Workshops,
author = {Kumar, Akash and Bhavsar, Arnav and Verma, Rajesh},
title = {Syn2Real: Forgery Classification via Unsupervised Domain Adaptation},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

IMD2020: A Large-Scale Annotated Dataset Tailored for Detecting Manipulated Images
Adam Novozamsky,
Babak Mahdian,
Stanislav Saic
[pdf]
[bibtex]
@InProceedings{Novozamsky_2020_WACV_Workshops,
author = {Novozamsky, Adam and Mahdian, Babak and Saic, Stanislav},
title = {IMD2020: A Large-Scale Annotated Dataset Tailored for Detecting Manipulated Images},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}