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“All Around Me Are Synthetic Faces”: The Mad World of AI-Generated Media

Lucas Whittaker, Tim C. Kietzmann, Jan Kietzmann, Amir Dabirian

2020IT Professional86 citationsDOI

Abstract

Advances in artificial intelligence and deep neural networks have led to a rise in synthetic media, i.e., automatically and artificially generated or manipulated photo, audio, and video content. Synthetic media today is highly believable and “true to life”; so much so that we will no longer be able to trust what we see or hear is unadulterated and genuine. Among the different forms of synthetic media, the most concerning forms are deepfakes and general adversarial networks (GANs). For IT professionals, it is important to understand what these new phenomena are. In this article, we explain what deepfakes and GANs are, how they work and discuss the threats and opportunities resulting from these forms of synthetic media.

Topics & Concepts

Computer scienceAdversarial systemSynthetic dataArtificial intelligenceData scienceDigital Media Forensic DetectionGenerative Adversarial Networks and Image SynthesisAdversarial Robustness in Machine Learning
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