FakeSpotter: A simple yet robust baseline for spotting AI-synthesized fake faces

• Main Authors: WANG, Run, JUEFEI-XU, Felix, MA, Lei, XIE, Xiaofei, HUANG, Yihao, WANG, Jian, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Artificial Intelligence and Robotics; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7106; https://ink.library.smu.edu.sg/context/sis_research/article/8109/viewcontent/3491440.3491916.pdf
• Institution: Singapore Management University

In recent years, generative adversarial networks (GANs) and its variants have achieved unprecedented success in image synthesis. They are widely adopted in synthesizing facial images which brings potential security concerns to humans as the fakes spread and fuel the misinformation. However, robust d...