Synthetic & Adversarial ForEnsics

Audio Deepfake Detectors vs. Real Fraud - The Fall of Benchmarks

Joanna Gajewska,

Alicja Martinek,

Ewelina Bartuzi - Trokielewicz

[pdf]

[bibtex]

@InProceedings{Gajewska_2026_WACV, author = {Gajewska, Joanna and Martinek, Alicja and Trokielewicz, Ewelina Bartuzi -}, title = {Audio Deepfake Detectors vs. Real Fraud - The Fall of Benchmarks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {251-260} }

Towards Consistent and Efficient Decision-based Attacks

Henning Duwe,

Holger Hoos,

Anna Münz

[pdf] [supp]

[bibtex]

@InProceedings{Duwe_2026_WACV, author = {Duwe, Henning and Hoos, Holger and M\"unz, Anna}, title = {Towards Consistent and Efficient Decision-based Attacks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {212-221} }

Forensic Detection of Generated MRI Imagery Using Autoregressive Modeling and Frequency Analysis

Arpan Mahara,

Naphtali Rishe,

Malek Adjouadi

[pdf]

[bibtex]

@InProceedings{Mahara_2026_WACV, author = {Mahara, Arpan and Rishe, Naphtali and Adjouadi, Malek}, title = {Forensic Detection of Generated MRI Imagery Using Autoregressive Modeling and Frequency Analysis}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {222-231} }

Detecting Deepfake Talking Heads from Facial Biometric Anomalies

Justin D Norman,

Hany Farid

[pdf] [arXiv]

[bibtex]

@InProceedings{Norman_2026_WACV, author = {Norman, Justin D and Farid, Hany}, title = {Detecting Deepfake Talking Heads from Facial Biometric Anomalies}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {232-240} }

Read and Tell - Speech Dataset for Scripted and Spontaneous Scenarios

Ewelina Bartuzi-Trokielewicz,

Alicja Martinek,

Joanna Gajewska,

Michał J. Ołowski,

Donat Stankiewicz,

Adam Baran,

Adrian Kordas,

Michał Koźbiał,

Elżbieta Gomulska,

Jarosław Wójtowicz

[pdf]

[bibtex]

@InProceedings{Bartuzi-Trokielewicz_2026_WACV, author = {Bartuzi-Trokielewicz, Ewelina and Martinek, Alicja and Gajewska, Joanna and O{\l}owski, Micha{\l} J. and Stankiewicz, Donat and Baran, Adam and Kordas, Adrian and Ko\'zbia{\l}, Micha{\l} and Gomulska, El\.zbieta and W\'ojtowicz, Jaros{\l}aw}, title = {Read and Tell - Speech Dataset for Scripted and Spontaneous Scenarios}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {241-250} }

Seeing Isn't Believing: Context-Aware Adversarial Patch Synthesis via Conditional GAN

Roie Kazoom,

Alon Goldberg,

Hodaya Cohen,

Ofer Hadar

[pdf] [supp]

[bibtex]

@InProceedings{Kazoom_2026_WACV, author = {Kazoom, Roie and Goldberg, Alon and Cohen, Hodaya and Hadar, Ofer}, title = {Seeing Isn't Believing: Context-Aware Adversarial Patch Synthesis via Conditional GAN}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {202-211} }