FakeLocator: robust localization of GAN-based face manipulations

• Main Authors: Huang, Yihao, Xu, Felix Juefei, Guo, Qing, Liu, Yang, Pu, Geguang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; DeepFake; Face Manipulation
• Online Access: https://hdl.handle.net/10356/162988
• Institution: Nanyang Technological University

Full face synthesis and partial face manipulation by virtue of the generative adversarial networks (GANs) and its variants have raised wide public concerns. In the multi-media forensics area, detecting and ultimately locating the image forgery has become an imperative task. In this work, we investig...