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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF 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 = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}