Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis
Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Topics & Concepts
Computer scienceRobustness (evolution)DetectorTransformation (genetics)Artificial intelligencePipeline (software)Generative grammarField (mathematics)Image (mathematics)Data miningMachine learningPattern recognition (psychology)Computer visionGenePure mathematicsMathematicsProgramming languageChemistryTelecommunicationsBiochemistryGenerative Adversarial Networks and Image SynthesisDigital Media Forensic DetectionAdversarial Robustness in Machine Learning