CVPR 2024 Open Access Repository

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} }
Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks: Romeo Lanzino,

Federico Fontana,

Anxhelo Diko,

Marco Raoul Marini,

Luigi Cinque; [pdf]
[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} }
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} }
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} }
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} }
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} }
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} }
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} }