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Deep Convolutional Pooling Transformer for Deepfake Detection
v1v2v3v4 (latest)

Deep Convolutional Pooling Transformer for Deepfake Detection

12 September 2022
Tianyi Wang
Harry Cheng
Kam-pui Chow
Liqiang Nie
    ViT
ArXiv (abs)PDFHTML

Papers citing "Deep Convolutional Pooling Transformer for Deepfake Detection"

11 / 11 papers shown
Title
FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks
FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks
Tianyi Wang
Harry Cheng
Ming-Hui Liu
Mohan S. Kankanhalli
AAML
72
0
0
13 Apr 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping
Tianyi Wang
Harry Cheng
Xiao Zhang
Yinglong Wang
PICV
146
0
0
24 Mar 2025
LampMark: Proactive Deepfake Detection via Training-Free Landmark
  Perceptual Watermarks
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks
Tianyi Wang
Mengxiao Huang
Harry Cheng
Xiao Zhang
Zhiqi Shen
165
7
0
26 Nov 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection
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
167
3
0
15 Sep 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach
Mian Zou
Baosheng Yu
Yibing Zhan
Siwei Lyu
Kede Ma
CVBM
144
2
0
29 Aug 2024
FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images
FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images
Ahmed Abul Hasanaath
Hamzah Luqman
Raed Katib
Saeed Anwar
75
4
0
12 Jun 2024
A Timely Survey on Vision Transformer for Deepfake Detection
A Timely Survey on Vision Transformer for Deepfake Detection
Zhikan Wang
Zhongyao Cheng
Jiajie Xiong
Xun Xu
Tianrui Li
B. Veeravalli
Xulei Yang
84
6
0
14 May 2024
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A
  Comparative Analysis
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis
H. Nguyen
Junichi Yamagishi
Isao Echizen
129
9
0
01 May 2024
Deepfake Detection: A Comprehensive Study from the Reliability
  Perspective
Deepfake Detection: A Comprehensive Study from the Reliability Perspective
Tianyi Wang
Xin Liao
Kam-pui Chow
Xiaodong Lin
Yinglong Wang
114
23
0
20 Nov 2022
A Review of Deep Learning-based Approaches for Deepfake Content
  Detection
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
95
57
0
12 Feb 2022
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable Convolutions
François Chollet
MDEBDLPINN
1.6K
14,698
0
07 Oct 2016
1