학술논문

“All Around Me Are Synthetic Faces”: The Mad World of AI-Generated Media
Document Type
Periodical
Source
IT Professional IT Prof. IT Professional. 22(5):90-99 Jan, 2020
Subject
Computing and Processing
Engineering Profession
Components, Circuits, Devices and Systems
Power, Energy and Industry Applications
Artificial intelligence
Media
Information integrity
Neural networks
General adversarial networks
Language
ISSN
1520-9202
1941-045X
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.