Defending the state from digital Deceit: the reflexive securitization of deepfake
Sign Up to like & getrecommendations! Published in 2020 at "Critical Studies in Media Communication"
DOI: 10.1080/15295036.2020.1833058
Abstract: ABSTRACT Recent revelation of disinformation campaigns conducted by external adversaries on social media platforms has triggered anxiety among western liberal democracies. One focus of this anxiety has been the emerging technology known as deepfake. In… read more here.
Keywords: state; defending state; digital deceit; securitization ... See more keywords
DFFMD: A Deepfake Face Mask Dataset for Infectious Disease Era With Deepfake Detection Algorithms
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3246661
Abstract: Deepfake is a technology that creates fake images and videos with replaced or synthesized faces. Deepfakes are becoming a concerning social phenomenon, as they can be maliciously used to generate false political news, disseminate dangerous… read more here.
Keywords: accuracy; face; detection; face mask ... See more keywords
Learning Features of Intra-Consistency and Inter-Diversity: Keys Toward Generalizable Deepfake Detection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3209336
Abstract: Public concerns about deepfake face forgery are continually rising in recent years. Most deepfake detection approaches attempt to learn discriminative features between real and fake faces through end-to-end trained deep neural networks. However, the majorities… read more here.
Keywords: consistency; diversity; deepfake; deepfake detection ... See more keywords
Anti-Forensics for Face Swapping Videos via Adversarial Training
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3098422
Abstract: Generating falsified faces by artificial intelligence, widely known as DeepFake, has attracted attention worldwide since 2017. Given the potential threat brought by this novel technique, forensics researchers dedicated themselves to detect the video forgery. Except… read more here.
Keywords: deepfake anti; anti forensics; forensics face; proposed method ... See more keywords
Face Swapping Consistency Transfer with Neural Identity Carrier
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DOI: 10.3390/fi13110298
Abstract: Deepfake aims to swap a face of an image with someone else’s likeness in a reasonable manner. Existing methods usually perform deepfake frame by frame, thus ignoring video consistency and producing incoherent results. To address… read more here.
Keywords: neural identity; face; deepfake; consistency ... See more keywords
Deepfake attack prevention using steganography GANs
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.1125
Abstract: Background Deepfakes are fake images or videos generated by deep learning algorithms. Ongoing progress in deep learning techniques like auto-encoders and generative adversarial networks (GANs) is approaching a level that makes deepfake detection ideally impossible.… read more here.
Keywords: deepfake attack; prevention; steganography; prevention using ... See more keywords