Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
Topics & Concepts
Adversarial systemImage translationComputer scienceImage (mathematics)Artificial intelligenceFace (sociological concept)Class (philosophy)Translation (biology)Generative grammarCode (set theory)Computer visionMachine learningComputer securityTheoretical computer scienceSocial scienceChemistryMessenger RNABiochemistryGeneSociologyProgramming languageSet (abstract data type)Adversarial Robustness in Machine LearningGenerative Adversarial Networks and Image SynthesisDigital Media Forensic Detection