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Synthetic media detection technologies label media as either synthetic or non-synthetic and are increasingly used by journalists, web platforms, and the general public to identify misinformation and other forms of problematic content.
Adversarial Threats to DeepFake Detection: A Practical Perspective
Neekhara, P.; Dolhansky, B.; Bitton, J.; and Ferrer, C. C. 2020 · 2011
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Remembering the Case that Established Code as Speech
Dame-Boyle, A. 2015 · 2015
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The foundational cryptography framework
Petcher, A.; and Morrisett, G. 2015 · 2015
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Image-to-Image Demo: Interactive Image Translation with pix2pix-tensorflow
Hesse, C. 2017 · 2017
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Image-to-Image Translation with Conditional Adversarial Networks
Isola, P.; Zhu, J.-Y.; Zhou, T.; and Efros, A. A. 2017 · 2017
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Prepare Don’t Panic
Gregory, S. 2018 · 2018
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The State of Deepfakes: Landscape, Threats, and Impact
Ajder, H.; Patrini, G.; Cavalli, F.; and Cullen, L. 2019 · 2019
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This Horrifying App Undresses a Photo of Any Woman With a Single Click
Cole, S. 2019 · 2019
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The DeepFake Detection Challenge (DFDC) Dataset
Dolhansky, B.; Bitton, J.; Pflaum, B.; Lu, J.; Howes, R.; Wang, M.; and Ferrer, C. C. 2019 · 2019
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Deepfakes and Synthetic Media: Updated Survey of Solutions Against Malicious Usages
Gregory, S. 2019 · 2019
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When Is It Appropriate to Publish High-Stakes AI Research?
Leibowicz, C.; Adler, S.; and Eckersley, P. 2019 · 2019
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Making deepfake tools doesn’t have to be irresponsible. Here’s how
Ovadya, A. 2019 · 2019
Cited alongside, same era.
Reducing Malicious Use of Synthetic Media Research: Considerations and Potential Release Practices for Machine Learning
Ovadya, A.; and Whittlestone, J. 2019 · 2019
Cited alongside, same era.
Understanding Information Disorder
Wardle, C. 2019 · 2019
Cited alongside, same era.
Exposing GAN-Synthesized Faces Using Landmark Locations
Yang, X.; Li, Y.; Qi, H.; and Lyu, S. 2019 · 2019
Cited alongside, same era.
Tool to Help Journalists Spot Doctored Images Is Unveiled by Jigsaw
Alba, D. 2020 · 2020
Cited alongside, same era.
Is this video “missing context,” “transformed,” or “edited”? This effort wants to standardize how we categorize visual misinformation
Benton, J. 2020 · 2020
Tracing trust: Why we must build authenticity infrastructure that works for all
Gregory, S. 2020 · 2020
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Deepfakes: A Grounded Threat Assessment
Hwang, T. 2020 · 2020
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The Deepfake Detection Challenge: Insights and Recommendations for AI and Media Integrity
Leibowicz, C. 2020 · 2020
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Manipulated Media Detection Requires More Than Tools: Community Insights on What’s Needed
Leibowicz, C.; Stray, J.; and Saltz, E. 2020 · 2020
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Making Sense of Deepfake Mitigations
Ovadya, A. 2020 · 2020
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The Content Authenticity Initiative: Setting the Standard for Digital Content Attribution
Rosenthol, L.; Parsons, A.; Scouten, E.; Aythora, J.; MacCormack, B.; England, P.; Levallee, M.; Dotan, J.; Hanna, S.; Farid, H.; and Gregory, S. 2020 · 2020
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Cited alongside, same era.
Enforcing Against Manipulated Media
Bickert, M. 2020 · 2020
Cited alongside, same era.
New Steps to Combat Disinformation
Burt, T.; and Horvitz, E. 2020 · 2020
Cited alongside, same era.
Publication Norms for Responsible AI
Campbell, R. 2020 · 2020
Cited alongside, same era.
Disinformation is more than fake news
Cohen, J. 2020 · 2020
Cited alongside, same era.
Project Origin is watermarking media to fight fake news ahead of the election
Fischer, S. 2020 · 2020
Cited alongside, same era.
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Building rules in public: Our approach to synthetic and manipulated media
Roth, Y.; and Achuthan, A. 2020 · 2020
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Making AI Art Responsibly: A Field Guide
Saltz, E.; Coleman, L.; and Leibowicz, C. 2020 · 2020
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Encounters with Visual Misinformation and Labels Across Platforms: An Interview and Diary Study to Inform Ecosystem Approaches to Misinformation Interventions
Saltz, E.; Leibowicz, C.; and Wardle, C. 2020 · 2020
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Media Forensics and DeepFakes: An Overview
Verdoliva, L. 2020 · 2020
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Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data
Yu, N.; Skripniuk, V.; and Abdelnabi, S. 2020 · 2020
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