2nd Workshop and Challenge on DeepFake Analysis and Detection


DiffSeg: Towards Detecting Diffusion-Based Inpainting Attacks Using Multi-Feature Segmentation
Raphael Antonius Frick,
Martin Steinebach
[pdf]
[bibtex]
@InProceedings{Frick_2024_CVPR, author = {Frick, Raphael Antonius and Steinebach, Martin}, title = {DiffSeg: Towards Detecting Diffusion-Based Inpainting Attacks Using Multi-Feature Segmentation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3802-3808} }

Evaluating the Integration of Morph Attack Detection in Automated Face Recognition Systems
Andrea Panzino,
Simone Maurizio La Cava,
Giulia Orrù,
Gian Luca Marcialis
[pdf]
[bibtex]
@InProceedings{Panzino_2024_CVPR, author = {Panzino, Andrea and La Cava, Simone Maurizio and Orr\`u, Giulia and Marcialis, Gian Luca}, title = {Evaluating the Integration of Morph Attack Detection in Automated Face Recognition Systems}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3827-3836} }

PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection
Alvaro Lopez Pellicer,
Yi Li,
Plamen Angelov
[pdf]
[bibtex]
@InProceedings{Pellicer_2024_CVPR, author = {Pellicer, Alvaro Lopez and Li, Yi and Angelov, Plamen}, title = {PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3809-3817} }

Temporal Surface Frame Anomalies for Deepfake Video Detection
Andrea Ciamarra,
Roberto Caldelli,
Alberto Del Bimbo
[pdf]
[bibtex]
@InProceedings{Ciamarra_2024_CVPR, author = {Ciamarra, Andrea and Caldelli, Roberto and Del Bimbo, Alberto}, title = {Temporal Surface Frame Anomalies for Deepfake Video Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3837-3844} }

Latent Flow Diffusion for Deepfake Video Generation
Aashish Chandra K,
Aashutosh A V,
Srijan Das,
Abhijit Das
[pdf]
[bibtex]
@InProceedings{K_2024_CVPR, author = {K, Aashish Chandra and A V, Aashutosh and Das, Srijan and Das, Abhijit}, title = {Latent Flow Diffusion for Deepfake Video Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3781-3790} }

Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks
Romeo Lanzino,
Federico Fontana,
Anxhelo Diko,
Marco Raoul Marini,
Luigi Cinque
[pdf] [arXiv]
[bibtex]
@InProceedings{Lanzino_2024_CVPR, author = {Lanzino, Romeo and Fontana, Federico and Diko, Anxhelo and Marini, Marco Raoul and Cinque, Luigi}, title = {Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3771-3780} }

Deepfake Catcher: Can a Simple Fusion be Effective and Outperform Complex DNNs?
Akshay Agarwal,
Nalini Ratha
[pdf]
[bibtex]
@InProceedings{Agarwal_2024_CVPR, author = {Agarwal, Akshay and Ratha, Nalini}, title = {Deepfake Catcher: Can a Simple Fusion be Effective and Outperform Complex DNNs?}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3791-3801} }

Demographic Bias Effects on Face Image Synthesis
Roberto Leyva,
Victor Sanchez,
Gregory Epiphaniou,
Carsten Maple
[pdf]
[bibtex]
@InProceedings{Leyva_2024_CVPR, author = {Leyva, Roberto and Sanchez, Victor and Epiphaniou, Gregory and Maple, Carsten}, title = {Demographic Bias Effects on Face Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3818-3826} }

Quality-based Artifact Modeling for Facial Deepfake Detection in Videos
Sara Concas,
Simone Maurizio La Cava,
Roberto Casula,
Giulia Orrù,
Giovanni Puglisi,
Gian Luca Marcialis
[pdf]
[bibtex]
@InProceedings{Concas_2024_CVPR, author = {Concas, Sara and La Cava, Simone Maurizio and Casula, Roberto and Orr\`u, Giulia and Puglisi, Giovanni and Marcialis, Gian Luca}, title = {Quality-based Artifact Modeling for Facial Deepfake Detection in Videos}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3845-3854} }

MaskSim: Detection of Synthetic Images by Masked Spectrum Similarity Analysis
Yanhao Li,
Quentin Bammey,
Marina Gardella,
Tina Nikoukhah,
Jean-Michel Morel,
Miguel Colom,
Rafael Grompone Von Gioi
[pdf] [supp]
[bibtex]
@InProceedings{Li_2024_CVPR, author = {Li, Yanhao and Bammey, Quentin and Gardella, Marina and Nikoukhah, Tina and Morel, Jean-Michel and Colom, Miguel and Von Gioi, Rafael Grompone}, title = {MaskSim: Detection of Synthetic Images by Masked Spectrum Similarity Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {3855-3865} }