Deep Convolutional Pooling Transformer for Deepfake Detection

Deep Convolutional Pooling Transformer for Deepfake Detection

12 September 2022

Papers citing "Deep Convolutional Pooling Transformer for Deepfake Detection"

14 / 14 papers shown

Title
FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks Tianyi Wang Harry Cheng Ming-Hui Liu Mohan S. Kankanhalli AAML 54 0 0 13 Apr 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping Tianyi Wang Harry Cheng Xiao Zhang Yinglong Wang PICV 82 0 0 24 Mar 2025
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks Tianyi Wang Mengxiao Huang Harry Cheng Xiao Zhang Zhiqi Shen 85 5 0 26 Nov 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection Yaning Zhang Tianyi Wang Zitong Yu Zan Gao Linlin Shen Shengyong Chen DiffM 74 3 0 15 Sep 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 58 2 0 29 Aug 2024
FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images Ahmed Abul Hasanaath Hamzah Luqman Raed Katib Saeed Anwar 31 3 0 12 Jun 2024
A Timely Survey on Vision Transformer for Deepfake Detection Zhikan Wang Zhongyao Cheng Jiajie Xiong Xun Xu Tianrui Li B. Veeravalli Xulei Yang 34 5 0 14 May 2024
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis H. Nguyen Junichi Yamagishi Isao Echizen 39 6 0 01 May 2024
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 42 17 0 20 Nov 2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 154 137 0 11 Jul 2022
Dual Vision Transformer Ting Yao Yehao Li Yingwei Pan Yu Wang Xiaoping Zhang Tao Mei ViT 154 76 0 11 Jul 2022
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 38 51 0 12 Feb 2022
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 103 375 0 05 Jan 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,049 0 27 Sep 2019