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 l
Face forgery, or deep fake, is a frequently used method to produce fake face images, network pornography, blackmail, and other illegal activities. Researchers developed several detection approaches based on the changing traces presented by deep forgery to limit the damage caused by deep fake methods...
Additionally, transfer learning (TL) as well as preprocessing methods are used to improve DL performance. Collaborative global training of models using blockchain and FL ensures data source privacy. Ahamad et al. [31] suggested a hybrid face detection/object detection-based surveillance video system...
"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 ...
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., ...
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. ...
Deep fakes - the use of deep learning to swap one person's face into another in video - are one of the most interesting and frightening ways that AI is being used today.While deep fakes can be used for legitimate purposes, they can also be used in disinformation. With the ability to...
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...
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 ...