A landscape view of deepfake techniques and detection methods
Ahmed S Abdulreda, Ahmed J. Obaid
Abstract
Deep fakes is the process of changing the information of the image or video with different techniquesand methods that start with humor and fun and sometimes reach economic, political and social goalssuch as counterfeiting, financial fraud or impersonation. The data for this field is still increasing at avery high rate. And therefore. The process of combating and exploring them is a very difficult task.In this paper, we conducted a review of previous studies and what researchers dealt with on thesubject of deep fakes. Explain the concepts of deepfakes. Counterfeiting methods and techniquesand patterns through the techniques and algorithms used in counterfeiting. Some deepfake detectionalgorithms.
Topics & Concepts
Task (project management)Process (computing)Field (mathematics)Data sciencePoliticsComputer sciencePolitical scienceLawEconomicsMathematicsManagementPure mathematicsOperating systemDigital Media Forensic DetectionAdvanced Steganography and Watermarking TechniquesGenerative Adversarial Networks and Image Synthesis