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1811.00656
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Exposing DeepFake Videos By Detecting Face Warping Artifacts
1 November 2018
Yuezun Li
Siwei Lyu
AAML
CVBM
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Papers citing
"Exposing DeepFake Videos By Detecting Face Warping Artifacts"
50 / 325 papers shown
Model Attribution of Face-swap Deepfake Videos
International Conference on Information Photonics (ICIP), 2022
Shan Jia
Xin Li
Siwei Lyu
CVBM
197
33
0
25 Feb 2022
Robust Deepfake On Unrestricted Media: Generation And Detection
Trung-Nghia Le
H. Nguyen
Junichi Yamagishi
Isao Echizen
181
8
0
13 Feb 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
305
85
0
12 Feb 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yonghyun Jeong
Doyeon Kim
Youngmin Ro
Jongwon Choi
AAML
369
135
0
07 Feb 2022
Block shuffling learning for Deepfake Detection
Sitong Liu
Z. Lian
Siqi Gu
Liang Xiao
AAML
258
10
0
06 Feb 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection
Computer Vision and Pattern Recognition (CVPR), 2022
A. Haliassos
Rodrigo Mira
Stavros Petridis
Maja Pantic
CVBM
375
172
0
18 Jan 2022
Watch Those Words: Video Falsification Detection Using Word-Conditioned Facial Motion
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
S. Agarwal
Liwen Hu
Evonne Ng
Trevor Darrell
Hao Li
Anna Rohrbach
AAML
193
25
0
21 Dec 2021
TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations
Shivangi Aneja
Lev Markhasin
Matthias Niessner
AAML
DiffM
PICV
256
39
0
16 Dec 2021
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos
Pengfei Pei
Xianfeng Zhao
Yun Cao
Jinchuan Li
Xiaowei Yi
ViT
287
9
0
15 Dec 2021
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images
B. Le
Simon S. Woo
AAML
205
105
0
07 Dec 2021
Self-supervised GAN Detector
Yonghyun Jeong
Doyeon Kim
Pyounggeon Kim
Youngmin Ro
Jongwon Choi
152
3
0
12 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection
Joel Frank
Lea Schonherr
DiffM
332
176
0
04 Nov 2021
MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection
Gaojian Wang
Qian Jiang
Xin Jin
Wei Li
Xiaohui Cui
CVBM
185
31
0
07 Oct 2021
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition
Sreeraj Ramachandran
Aakash Varma Nadimpalli
A. Rattani
CVBM
138
42
0
04 Oct 2021
Vronicle: A System for Producing Videos with Verifiable Provenance
Yuxin Liu
Liu
Yoshimichi Nakatsuka
A. A. Sani
S. Agarwal
Gene Tsudik
83
1
0
26 Sep 2021
Finding Facial Forgery Artifacts with Parts-Based Detectors
S. Schwarcz
Rama Chellappa
CVBM
260
28
0
21 Sep 2021
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection
Aayushi Agarwal
Akshay Agarwal
S. Sinha
Mayank Vatsa
Richa Singh
154
21
0
15 Sep 2021
FaceGuard: Proactive Deepfake Detection
Yuankun Yang
Chenyue Liang
Hongyu Hè
Xiaoyu Cao
Neil Zhenqiang Gong
PICV
WIGM
198
28
0
13 Sep 2021
Challenges and Solutions in DeepFakes
Jatin Sharma
Sahil Sharma
157
2
0
12 Sep 2021
Detection of GAN-synthesized street videos
European Signal Processing Conference (EUSIPCO), 2021
Omran Alamayreh
Mauro Barni
CVBM
96
7
0
10 Sep 2021
Spatiotemporal Inconsistency Learning for DeepFake Video Detection
Zhihao Gu
Yang Chen
Taiping Yao
Shouhong Ding
Jilin Li
Feiyue Huang
Lizhuang Ma
386
196
0
04 Sep 2021
Adversarial Relighting Against Face Recognition
Qian Zhang
Qing Guo
Ruijun Gao
Felix Juefei Xu
Hongkai Yu
Wei Feng
AAML
409
31
0
18 Aug 2021
Deepfake Representation with Multilinear Regression
S. Abdali
M. Alex O. Vasilescu
Evangelos E. Papalexakis
106
4
0
15 Aug 2021
Exploring Temporal Coherence for More General Video Face Forgery Detection
Yinglin Zheng
Jianmin Bao
Dong Chen
Ming Zeng
Fang Wen
CVBM
ViT
174
280
0
15 Aug 2021
Video Transformer for Deepfake Detection with Incremental Learning
ACM Multimedia (ACM MM), 2021
Sohail Ahmed Khan
Hang Dai
ViT
206
78
0
11 Aug 2021
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild
IEEE International Conference on Computer Vision (ICCV), 2021
Trung-Nghia Le
H. Nguyen
Junichi Yamagishi
Isao Echizen
AAML
219
91
0
30 Jul 2021
Understanding the Security of Deepfake Detection
Xiaoyu Cao
Neil Zhenqiang Gong
AAML
181
21
0
05 Jul 2021
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects
Gaojian Wang
Qian Jiang
Xin Jin
Xiaohui Cui
CVBM
199
32
0
05 Jul 2021
Detection of Deepfake Videos Using Long Distance Attention
Wei Lu
Lingyi Liu
Junwei Luo
Xianfeng Zhao
Yicong Zhou
Jiwu Huang
CVBM
196
44
0
24 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Vishal Asnani
Xi Yin
Tal Hassner
Xiaoming Liu
262
82
0
15 Jun 2021
DFGC 2021: A DeepFake Game Competition
Bo Peng
Hongxing Fan
Wei Wang
Jing Dong
Yuezun Li
...
Changtao Miao
Changlei Lu
Shan He
Xiaoyu Wu
Wanyi Zhuang
3DGS
133
13
0
02 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning
Minhan Kim
Shahroz Tariq
Simon S. Woo
319
103
0
28 May 2021
What's wrong with this video? Comparing Explainers for Deepfake Detection
Samuele Pino
Mark J. Carman
Paolo Bestagini
AAML
100
11
0
12 May 2021
An Examination of Fairness of AI Models for Deepfake Detection
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Loc Trinh
Wenshu Fan
CVBM
214
49
0
02 May 2021
Deep Insights of Deepfake Technology : A Review
B. Mahmud
A. Sharmin
126
45
0
01 May 2021
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Sheldon Fung
Xuequan Lu
Chao Zhang
Chang-Tsun Li
SSL
157
55
0
23 Apr 2021
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
International Conference on Multimedia Retrieval (ICMR), 2021
Junke Wang
Zuxuan Wu
Wenhao Ouyang
Xintong Han
Yue Yu
Ser-Nam Lim
Yu-Gang Jiang
ViT
307
348
0
20 Apr 2021
Automatic Correction of Internal Units in Generative Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2021
A. Tousi
Haedong Jeong
Jiyeon Han
Hwanil Choi
Jaesik Choi
GAN
130
11
0
13 Apr 2021
Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features
Computer Vision and Pattern Recognition (CVPR), 2021
Zekun Sun
Yujie Han
Zeyu Hua
Na Ruan
Weijia Jia
AAML
162
152
0
09 Apr 2021
Contrastive Learning of Global-Local Video Representations
Shuang Ma
Zhaoyang Zeng
Daniel J. McDuff
Yale Song
SSL
188
7
0
07 Apr 2021
Deepfake Detection Scheme Based on Vision Transformer and Distillation
Young-Jin Heo
Y. Choi
Young-Woon Lee
Byung-Gyu Kim
ViT
177
70
0
03 Apr 2021
Face Forensics in the Wild
Computer Vision and Pattern Recognition (CVPR), 2021
Tianfei Zhou
Wenguan Wang
Zhiyuan Liang
Jianbing Shen
CVBM
324
159
0
30 Mar 2021
Deepfake Forensics via An Adversarial Game
IEEE Transactions on Image Processing (TIP), 2021
Zhi Wang
Yiwen Guo
W. Zuo
AAML
141
47
0
25 Mar 2021
Generalizing Face Forgery Detection with High-frequency Features
Computer Vision and Pattern Recognition (CVPR), 2021
Yucheng Luo
Yong Zhang
Junchi Yan
Wei Liu
CVBM
216
480
0
23 Mar 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection
Computer Vision and Pattern Recognition (CVPR), 2021
Jiaming Li
Hongtao Xie
Jiahong Li
Zhongyuan Wang
Yongdong Zhang
CVBM
208
309
0
16 Mar 2021
Metric Learning for Anti-Compression Facial Forgery Detection
ACM Multimedia (ACM MM), 2021
Shenhao Cao
Qin Zou
Xiuqing Mao
Zhongyuan Wang
CVBM
177
26
0
15 Mar 2021
Detection and Localization of Facial Expression Manipulations
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Ghazal Mazaheri
Amit K. Roy-Chowdhury
AAML
144
32
0
15 Mar 2021
Towards Generalizable and Robust Face Manipulation Detection via Bag-of-local-feature
Visual Communications and Image Processing (VCIP), 2021
Changtao Miao
Qi Chu
Weihai Li
Tao Gong
Wanyi Zhuang
Nenghai Yu
AAML
CVBM
ViT
128
21
0
14 Mar 2021
DefakeHop: A Light-Weight High-Performance Deepfake Detector
IEEE International Conference on Multimedia and Expo (ICME), 2021
Hong-Shuo Chen
Mozhdeh Rouhsedaghat
Hamza Ghani
Shuowen Hu
Suya You
C.-C. Jay Kuo
118
99
0
11 Mar 2021
Deepfake Videos in the Wild: Analysis and Detection
The Web Conference (WWW), 2021
Jiameng Pu
Neal Mangaokar
Lauren Kelly
P. Bhattacharya
Kavya Sundaram
M. Javed
Bolun Wang
Bimal Viswanath
152
54
0
07 Mar 2021
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