AEGAN: Generating imperceptible face synthesis via autoencoder‐based generative adversarial network

• Published in: Computer animation and virtual worlds Vol. 34; no. 3-4
• Main Authors: Che, Aolin, Yang, Jing‐Hua, Guo, Cai, Dai, Hong‐Ning, Xie, Haoran, Li, Ping
• Format: Journal Article
• Language: English
• Published: Chichester Wiley Subscription Services, Inc 01.05.2023
• Subjects: Artificial neural networks; autoencoder; face image protection; Face recognition; Generative adversarial networks; Human performance; Image enhancement; Image quality; Interpolation; Modules; multi‐head attention; Social networks; Synthesis; Visual effects

Face recognition (FR) systems based on convolutional neural networks have shown excellent performance in human face inference. However, some malicious users may exploit such powerful systems to identify others' face images disclosed by victims' social network accounts, consequently obtaini...