Seeing is Believing: Exploring Perceptual Differences in DeepFake Videos

Author:

Tahir Rashid1,Batool Brishna2,Jamshed Hira3,Jameel Mahnoor3,Anwar Mubashir3,Ahmed Faizan4,Zaffar Muhammad Adeel5,Zaffar Muhammad Fareed2

Affiliation:

1. Cyber Security and Forensic Computing Department University of Prince Mugrin, Saudi Arabia

2. Lahore University of Management Sciences, Pakistan

3. Lahore University of Managements Sciences, Pakistan

4. Facebook, United States

5. Suleman Dawood School of Business Lahore University of Management Sciences, Pakistan

Publisher

ACM

Reference51 articles.

1. BBC. 2019. Deepfake videos could ’spark’ violent social unrest. https://www.bbc.com/news/technology-48621452 BBC. 2019. Deepfake videos could ’spark’ violent social unrest. https://www.bbc.com/news/technology-48621452

2. Nicolò Bonettini Edoardo Daniele Cannas Sara Mandelli Luca Bondi Paolo Bestagini and Stefano Tubaro. 2020. Video Face Manipulation Detection Through Ensemble of CNNs. https://arxiv.org/abs/2004.07676 Nicolò Bonettini Edoardo Daniele Cannas Sara Mandelli Luca Bondi Paolo Bestagini and Stefano Tubaro. 2020. Video Face Manipulation Detection Through Ensemble of CNNs. https://arxiv.org/abs/2004.07676

3. Marlee Bower. 2020. Loneliness and suicide: what’s the link and what role does depression play?https://www.nationalelfservice.net/mental-health/suicide/loneliness-and-suicide-whats-the-link-and-what-role-does-depression-play/. Marlee Bower. 2020. Loneliness and suicide: what’s the link and what role does depression play?https://www.nationalelfservice.net/mental-health/suicide/loneliness-and-suicide-whats-the-link-and-what-role-does-depression-play/.

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1. Conspiracy thinking and social media use are associated with ability to detect deepfakes;Telematics and Informatics;2024-03

2. Towards mitigating uncann(eye)ness in face swaps via gaze-centric loss terms;Computers & Graphics;2024-02

3. Individual Responsibility Around Deepfakes: It's No Laughing Matter;Cyberpsychology, Behavior, and Social Networking;2024-01-24

4. “He looks very real”: Media, knowledge, and search‐based strategies for deepfake identification;Journal of the Association for Information Science and Technology;2024-01-05

5. Assessing the Human Ability to Recognize Synthetic Speech in Ordinary Conversation;2023 International Conference of the Biometrics Special Interest Group (BIOSIG);2023-09-20

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