Transcending Forgery Specificity with Latent Space Augmentation for
Generalizable Deepfake Detection

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

19 November 2023

Papers citing "Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection"

13 / 13 papers shown

Title
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 51 0 0 07 May 2025
DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder Peipeng Yu Hui Gao Zhitao Huang Zhihua Xia Chip-Hong Chang Chip-Hong Chang 75 0 0 10 Dec 2024
Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection Xinjie Cui Y. Li Ao Luo Jiaran Zhou Junyu Dong 96 4 0 29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 102 0 0 26 Nov 2024
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection Xiufeng Song Xiao Guo J. Zhang Qirui Li Lei Bai Xiaoming Liu Guangtao Zhai Xiaohong Liu DiffM VGen 67 8 0 31 Oct 2024
SONICS: Synthetic Or Not -- Identifying Counterfeit Songs Md Awsafur Rahman Zaber Ibn Abdul Hakim Najibul Haque Sarker Bishmoy Paul S. Fattah 38 6 0 26 Aug 2024
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics Shan Jia Reilin Lyu Kangran Zhao Yize Chen Zhiyuan Yan Yan Ju Chuanbo Hu Xin Li Baoyuan Wu Siwei Lyu 34 36 0 21 Mar 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 75 53 0 22 Jan 2024
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Mushfiqur Rahman Runze Liu Chau-Wai Wong Huaiyu Dai 34 0 0 13 Dec 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection Zhiyuan Yan Yong Zhang Yanbo Fan Baoyuan Wu 55 93 0 27 Apr 2023
An Examination of Fairness of AI Models for Deepfake Detection Loc Trinh Y. Liu CVBM 77 35 0 02 May 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 157 357 0 02 Mar 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018