CVPR 2023 Open Access Repository

7th Workshop on Media Forensics

A Geometric and Photometric Exploration of GAN and Diffusion Synthesized Faces: Matyáš Boháček,

Hany Farid; [pdf]
[bibtex]
@InProceedings{Bohacek_2023_CVPR, author = {Boh\'a\v{c}ek, Maty\'a\v{s} and Farid, Hany}, title = {A Geometric and Photometric Exploration of GAN and Diffusion Synthesized Faces}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {874-883} }
RoSteALS: Robust Steganography Using Autoencoder Latent Space: Tu Bui,

Shruti Agarwal,

Ning Yu,

John Collomosse; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Bui_2023_CVPR, author = {Bui, Tu and Agarwal, Shruti and Yu, Ning and Collomosse, John}, title = {RoSteALS: Robust Steganography Using Autoencoder Latent Space}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {933-942} }
Harnessing the Power of Text-Image Contrastive Models for Automatic Detection of Online Misinformation: Hao Chen,

Peng Zheng,

Xin Wang,

Shu Hu,

Bin Zhu,

Jinrong Hu,

Xi Wu,

Siwei Lyu; [pdf] [arXiv]
[bibtex]
@InProceedings{Chen_2023_CVPR, author = {Chen, Hao and Zheng, Peng and Wang, Xin and Hu, Shu and Zhu, Bin and Hu, Jinrong and Wu, Xi and Lyu, Siwei}, title = {Harnessing the Power of Text-Image Contrastive Models for Automatic Detection of Online Misinformation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {923-932} }
Intriguing Properties of Synthetic Images: From Generative Adversarial Networks to Diffusion Models: Riccardo Corvi,

Davide Cozzolino,

Giovanni Poggi,

Koki Nagano,

Luisa Verdoliva; [pdf] [arXiv]
[bibtex]
@InProceedings{Corvi_2023_CVPR, author = {Corvi, Riccardo and Cozzolino, Davide and Poggi, Giovanni and Nagano, Koki and Verdoliva, Luisa}, title = {Intriguing Properties of Synthetic Images: From Generative Adversarial Networks to Diffusion Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {973-982} }
EKILA: Synthetic Media Provenance and Attribution for Generative Art: Kar Balan,

Shruti Agarwal,

Simon Jenni,

Andy Parsons,

Andrew Gilbert,

John Collomosse; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Balan_2023_CVPR, author = {Balan, Kar and Agarwal, Shruti and Jenni, Simon and Parsons, Andy and Gilbert, Andrew and Collomosse, John}, title = {EKILA: Synthetic Media Provenance and Attribution for Generative Art}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {913-922} }
Open Set Classification of GAN-Based Image Manipulations via a ViT-Based Hybrid Architecture: Jun Wang,

Omran Alamayreh,

Benedetta Tondi,

Mauro Barni; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2023_CVPR, author = {Wang, Jun and Alamayreh, Omran and Tondi, Benedetta and Barni, Mauro}, title = {Open Set Classification of GAN-Based Image Manipulations via a ViT-Based Hybrid Architecture}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {953-962} }
MTN: Forensic Analysis of MP4 Video Files Using Graph Neural Networks: Ziyue Xiang,

Amit Kumar Singh Yadav,

Paolo Bestagini,

Stefano Tubaro,

Edward J. Delp; [pdf] [supp]
[bibtex]
@InProceedings{Xiang_2023_CVPR, author = {Xiang, Ziyue and Yadav, Amit Kumar Singh and Bestagini, Paolo and Tubaro, Stefano and Delp, Edward J.}, title = {MTN: Forensic Analysis of MP4 Video Files Using Graph Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {963-972} }
Exposing GAN-Generated Profile Photos From Compact Embeddings: Shivansh Mundra,

Gonzalo J. Aniano Porcile,

Smit Marvaniya,

James R. Verbus,

Hany Farid; [pdf]
[bibtex]
@InProceedings{Mundra_2023_CVPR, author = {Mundra, Shivansh and Porcile, Gonzalo J. Aniano and Marvaniya, Smit and Verbus, James R. and Farid, Hany}, title = {Exposing GAN-Generated Profile Photos From Compact Embeddings}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {884-892} }
AutoSplice: A Text-Prompt Manipulated Image Dataset for Media Forensics: Shan Jia,

Mingzhen Huang,

Zhou Zhou,

Yan Ju,

Jialing Cai,

Siwei Lyu; [pdf] [arXiv]
[bibtex]
@InProceedings{Jia_2023_CVPR, author = {Jia, Shan and Huang, Mingzhen and Zhou, Zhou and Ju, Yan and Cai, Jialing and Lyu, Siwei}, title = {AutoSplice: A Text-Prompt Manipulated Image Dataset for Media Forensics}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {893-903} }
Audio-Visual Person-of-Interest DeepFake Detection: Davide Cozzolino,

Alessandro Pianese,

Matthias Nießner,

Luisa Verdoliva; [pdf] [supp]
[bibtex]
@InProceedings{Cozzolino_2023_CVPR, author = {Cozzolino, Davide and Pianese, Alessandro and Nie{\ss}ner, Matthias and Verdoliva, Luisa}, title = {Audio-Visual Person-of-Interest DeepFake Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {943-952} }
AI-Synthesized Voice Detection Using Neural Vocoder Artifacts: Chengzhe Sun,

Shan Jia,

Shuwei Hou,

Siwei Lyu; [pdf] [arXiv]
[bibtex]
@InProceedings{Sun_2023_CVPR, author = {Sun, Chengzhe and Jia, Shan and Hou, Shuwei and Lyu, Siwei}, title = {AI-Synthesized Voice Detection Using Neural Vocoder Artifacts}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {904-912} }
Multimodaltrace: Deepfake Detection Using Audiovisual Representation Learning: Muhammad Anas Raza,

Khalid Mahmood Malik; [pdf]
[bibtex]
@InProceedings{Raza_2023_CVPR, author = {Raza, Muhammad Anas and Malik, Khalid Mahmood}, title = {Multimodaltrace: Deepfake Detection Using Audiovisual Representation Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {993-1000} }
Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks: Danial Samadi Vahdati,

Tai Duc Nguyen,

Matthew C. Stamm; [pdf]
[bibtex]
@InProceedings{Vahdati_2023_CVPR, author = {Vahdati, Danial Samadi and Nguyen, Tai Duc and Stamm, Matthew C.}, title = {Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {983-992} }