ACM Multimedia Grand Challenge on Detecting Cheapfakes

FaceForensics++: Learning to Detect Manipulated Facial Images

Original

A. Rössler, D. Cozzolino, L. Verdoliva, C. Riess, J. Thies, and M. Nießner. 2019 · 1901

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Generalized Zero and Few-Shot Transfer for Facial Forgery Detection

Original

S. Aneja and M. Nießner. 2020 · 2006

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ID-Reveal: Identity-aware DeepFake Video Detection

Original

D. Cozzolino, A. Rössler, J. Thies, M. Nießner, and L. Verdoliva. 2020 · 2012

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President Obama tours a lab at the Vaccine Research Center at the National Institutes of Health

The White House. 2014 · 2014

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Splicebuster: A new blind image splicing detector

D. Cozzolino, G. Poggi, and L. Verdoliva. 2015 · 2015

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Image Splicing Detection via Camera Response Function Analysis

C. Chen, S. McCloskey, and J. Yu. 2017 · 2017

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MesoNet: a Compact Facial Video Forgery Detection Network

D. Afchar, V. Nozick, J. Yamagishi, and I. Echizen. 2018 · 2018

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Forensictransfer: Weakly-supervised domain adaptation for forgery detection

Original

D. Cozzolino, J. Thies, A. Rössler, C. Riess, M. Nießner, and L. Verdoliva. 2018 · 2018

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Fighting Fake News: Image Splice Detection via Learned Self-Consistency

Original

M. Huh, A. Liu, A. Owens, and A. A. Efros. 2018 · 2018

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Exposing DeepFake Videos By Detecting Face Warping Artifacts

Original

Y. Li and S. Lyu. 2018 · 2018

Cited alongside, same era.

Protecting World Leaders Against Deep Fakes. In CVPR Workshops

S. Agarwal, H. Farid, Y. Gu, M. He, K. Nagano, and H. Li. 2019 · 2019

Cited alongside, same era.

30 Fake Viral Photos People Believed Were Real

Boredpanda. 2019 · 2019

Cited alongside, same era.

Capsule-forensics: Using Capsule Networks to Detect Forged Images and Videos

H. H. Nguyen, J. Yamagishi, and I. Echizen. 2019 · 2019

Cited alongside, same era.

Deepfakes and cheapfakes: The manipulation of audio and visual evidence

B. Paris and J. Donovan. 2019 · 2019

Cited alongside, same era.

Detecting Photoshopped Faces by Scripting Photoshop. In ICCV

S. Wang, O. Wang, A. Owens, R. Zhang, and A. A. Efros. 2019 · 2019

Is This Obama, Fauci, and Gates at a Wuhan Lab in 2015?

D. Evon. 2020 · 2020

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Face x-ray for more general face forgery detection. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 5001–5010

L. Li, J. Bao, T. Zhang, H. Yang, D. Chen, F. Wen, and B. Guo. 2020 · 2020

Later among the works it cites.

Don’t underestimate the cheapfake

N. Schick. 2020 · 2020

Later among the works it cites.

Media Forensics and DeepFakes: An Overview

L. Verdoliva. 2020 · 2020

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People Increasingly Turn To Social Media For News

M. Vorhaus. 2020 · 2020

Later among the works it cites.

NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media

Original

G. Luo, T. Darrell, and A. Rohrbach. 2021 · 2021