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Cheapfake is a recently coined term that encompasses non-AI ("cheap") manipulations of multimedia content.
FaceForensics++: Learning to Detect Manipulated Facial Images
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner. 2019 · 1901
Earlier work this paper cites.
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection
Shivangi Aneja and Matthias Nießner. 2020 · 2006
Earlier work this paper cites.
ID-Reveal: Identity-aware DeepFake Video Detection
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, and Luisa Verdoliva. 2020 · 2012
Earlier work this paper cites.
President Obama tours a lab at the Vaccine Research Center at the National Institutes of Health
President Obama 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
Earlier work this paper cites.
Image Splicing Detection via Camera Response Function Analysis
Can Chen, Scott McCloskey, and J. Yu. 2017 · 2017
Earlier work this paper cites.
Multimodal Fusion with Recurrent Neural Networks for Rumor Detection on Microblogs. In Proceedings of the 25th ACM International Conference on Multimedia (Mountain View, California, USA) (MM ’17) . Association for Computing Machinery, New York, NY, USA, 795–816
Zhiwei Jin, Juan Cao, Han Guo, Yongdong Zhang, and Jiebo Luo. 2017 · 2017
Earlier work this paper cites.
MesoNet: a Compact Facial Video Forgery Detection Network
Darius Afchar, Vincent Nozick, Junichi Yamagishi, and Isao Echizen. 2018 · 2018
Earlier work this paper cites.
Forensictransfer: Weakly-supervised domain adaptation for forgery detection
Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, and Luisa Verdoliva. 2018 · 2018
Earlier work this paper cites.
Fighting Fake News: Image Splice Detection via Learned Self-Consistency
Minyoung Huh, Andrew Liu, Andrew Owens, and Alexei A. Efros. 2018 · 2018
Earlier work this paper cites.
Exposing DeepFake Videos By Detecting Face Warping Artifacts
Yuezun Li and Siwei Lyu. 2018 · 2018
Earlier work this paper cites.
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery (London, United Kingdom) (KDD ’18) . Association for Computing Machinery, New York, NY, USA, 849–857
Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, and Jing Gao. 2018 · 2018
Earlier work this paper cites.
FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments. In Proceedings of IEEE BigData 2018
Daniel Zhang, Lanyu Shang, Biao Geng, Shuyue Lai, Ke Li, Hongmin Zhu, Tanvir Amin, and Dong Wang. 2018 · 2018
Cited alongside, same era.
Real vs fake: debunking the ’drunk’ Nancy Pelosi footage
2019 · 2019
Cited alongside, same era.
Protecting World Leaders Against Deep Fakes. In CVPR Workshops
S. Agarwal, H. Farid, Yuming Gu, Mingming He, Koki 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.
MVAE: Multimodal Variational Autoencoder for Fake News Detection
Dhruv Khattar, Jaipal Singh Goud, Manish Gupta, and Vasudeva Varma. 2019 · 2019
Cited alongside, same era.
Capsule-forensics: Using Capsule Networks to Detect Forged Images and Videos
Face x-ray for more general face forgery detection. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 5001–5010
Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, and Baining Guo. 2020 · 2020
Later among the works it cites.
Australia fires: Misleading maps and pictures go viral
Georgina Rannard. 2020 · 2020
Later among the works it cites.
Don’t underestimate the cheapfake
Nina Schick. 2020 · 2020
Later among the works it cites.
FauxWard: a graph neural network approach to fauxtography detection using social media comments
Lanyu Shang, Yang Zhang, Daniel Zhang, and D. Wang. 2020 · 2020
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Media Forensics and DeepFakes: An Overview
L. Verdoliva. 2020 · 2020
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People Increasingly Turn To Social Media For News
Mike Vorhaus. 2020 · 2020
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Huy H. Nguyen, Junichi Yamagishi, and Isao Echizen. 2019 · 2019
Cited alongside, same era.
Deepfakes and cheapfakes: The manipulation of audio and visual evidence
Britt Paris and Joan Donovan. 2019 · 2019
Cited alongside, same era.
Detecting Photoshopped Faces by Scripting Photoshop. In ICCV
Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, and Alexei A Efros. 2019 · 2019
Cited alongside, same era.
Exposing Deep Fakes Using Inconsistent Head Poses
Xin Yang, Yuezun Li, and Siwei Lyu. 2019 · 2019
Cited alongside, same era.
Types, Sources, and Claims of COVID-19 Misinformation
J. Scott Brennen, Felix M. Simon, Philip N. Howard, and Rasmus Kleis Nielsen. 2020 · 2020
Cited alongside, same era.
Is This Obama, Fauci, and Gates at a Wuhan Lab in 2015?
Dan Evon. 2020 · 2020
Cited alongside, same era.
Thousands Injured in Giant Beirut Blast
Dan Haverty. 2020 · 2020
Cited alongside, same era.
Later among the works it cites.
What led to the most recent Israel-Palestine escalation?
Aljazeera. 2021 · 2021
Closest in time.
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning
Shivangi Aneja, Chris Bregler, and Matthias Nießner. 2021 · 2021
Closest in time.
Mike Tyson’s Anti-Vaccine Shirt Photo Is Fake
Dan Evon. 2021 · 2021
Closest in time.
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media
Grace Luo, Trevor Darrell, and Anna Rohrbach. 2021 · 2021
Closest in time.
2021 Grand Challenge Cheapfakes
Cise Midoglu and Shivangi Aneja. 2021 · 2021
Closest in time.
Fact-Checking Meets Fauxtography: Verifying Claims About Images. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics, Hong Kong, China, 2099–2108
Dimitrina Zlatkova, Preslav Nakov, and Ivan Koychev. 2019 · 2099
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