In recent years, we have come across a vast range of software tools like "Photoshop" and techniques like DeepFake that have made it easier to create unrealistic and believable face swaps in videos that end up leaving very few traces of manipulation. The...Singh, Aadya...
Kim, E., Cho, S.: Exposing fake faces through deep neural networks combining content and trace feature extractors. IEEE Access 9, 123493–123503 (2021) Article MATH Google Scholar Nida, N., Irtaza, A., Ilyas, N.: Forged face detection using ELA and deep learning techniques. In: 2021 ...
Bajaj S. “ The pope has a new baby ! ” fake news detection using deep learning (2017) Google Scholar Bali et al., 2019 Bali A.P.S., Fernandes M., Choubey S., Goel M. Comparative performance of machine learning algorithms for fake news detection Singh M., Gupta P., Tyagi V., ...
Section four describes the research methodology and steps for sentiment analysis and machine learning for detection. Section five presents the research performed using the dataset along with the results obtained after comparing the framework proposed and the existing models. This is followed by the ...
"Fake face images have been a topic of research for quite some time now, but studies have mainly focused on photos made by humans, using Photoshop tools," Shahroz Tariq, one of the researchers who carried out the study told Tech Xplore. "Recently,a study by Karras et al.showed that a ...
paper: [arXiv 2019] Swapped Face Detection using Deep Learning and Subjective Assessment A public dataset comprising 86 celebrities using 420,053 images. This dataset is created using still images, different from other datasets created using video frames that may contain highly correlated images. ...
Deep fake ready to train on any 2 pair dataset with higher resolution pytorchfaceswapgandeeplearningfakefacedeepfakes UpdatedFeb 1, 2019 Python A Cross-Platform(Web, Android, iOS, Linux and Macos) app to Generate Faces of People (These people don't actually exist) made using Flutter. ...
Monti F, Frasca F, Eynard D, Mannion D, Bronstein MM (2019) Fake news detection on social media using geometric deep learning. In: The proceeding of the Seventh International Conference on Learning Representations Zhang X, Cao J, Li X, Sheng Q, Zhong L, Shu K (2021) Mining dual emoti...
[11], is being invigorated and is now dedicating growing efforts for detecting facial manipulation in image and video [12] Part of these renewed efforts in fake face detection are built around past research in biometric anti-spoofing [13], [14], [15] and modern data-driven deep learning [...
Deepfake Images, Videos Generation, and Detection Techniques Using Deep Learning Chapter © 2022 Advanced deepfake detection with enhanced Resnet-18 and multilayer CNN max pooling Article 18 September 2024 References M. Westerlund, The emergence of deepfake technology: a radio. Technol. Innov....