Deep learning model to detect deceptive generative adversarial network generated images using multimedia forensic
Haewon Byeon, Mohammad Shabaz, Kapil Shrivastava, Anjali Joshi, Ismail Keshta, Rajvardhan Oak, Pavitar Parkash Singh, Mukesh Soni
Topics & Concepts
Computer scienceUpsamplingGenerative adversarial networkArtificial intelligenceConvolutional neural networkGeneralizationFrequency domainDomain (mathematical analysis)Deep learningProcess (computing)Generative modelAutoencoderMachine learningImage (mathematics)Generative grammarPattern recognition (psychology)Computer visionMathematicsMathematical analysisOperating systemDigital Media Forensic DetectionGenerative Adversarial Networks and Image SynthesisAdvanced Image Processing Techniques