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Exposing DeepFake Videos By Detecting Face Warping Artifacts
v1v2v3 (latest)

Exposing DeepFake Videos By Detecting Face Warping Artifacts

1 November 2018
Yuezun Li
Siwei Lyu
    AAMLCVBM
ArXiv (abs)PDFHTML

Papers citing "Exposing DeepFake Videos By Detecting Face Warping Artifacts"

50 / 325 papers shown
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image
  Defense
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image DefenseIEEE Access (IEEE Access), 2024
Filippo Bartolucci
I. Masi
G. Lisanti
AAML
216
2
0
26 Sep 2024
Fake It till You Make It: Curricular Dynamic Forgery Augmentations
  towards General Deepfake Detection
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake DetectionEuropean Conference on Computer Vision (ECCV), 2024
Yuzhen Lin
Wentang Song
Bin Li
Yuezun Li
Jiangqun Ni
Han Chen
Qiushi Li
195
33
0
22 Sep 2024
Deep Learning Technology for Face Forgery Detection: A Survey
Deep Learning Technology for Face Forgery Detection: A Survey
Lixia Ma
Puning Yang
Yuting Xu
Ziming Yang
Peipei Li
Huaibo Huang
276
14
0
22 Sep 2024
Shaking the Fake: Detecting Deepfake Videos in Real Time via Active
  Probes
Shaking the Fake: Detecting Deepfake Videos in Real Time via Active Probes
Zhixin Xie
Jun Luo
185
0
0
17 Sep 2024
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level
  Blending and Spatiotemporal Adapter Tuning
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter TuningComputer Vision and Pattern Recognition (CVPR), 2024
Zhiyuan Yan
Yandan Zhao
Shen Chen
Xinghe Fu
Taiping Yao
Shouhong Ding
Li Yuan
350
38
0
30 Aug 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
Can We Leave Deepfake Data Behind in Training Deepfake Detector?Neural Information Processing Systems (NeurIPS), 2024
Jikang Cheng
Zhiyuan Yan
Ying Zhang
Yuhao Luo
Zhongyuan Wang
Ying Zhang
229
38
0
30 Aug 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
434
5
0
29 Aug 2024
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
Chenqi Kong
Anwei Luo
Peijun Bao
Haoliang Li
Renjie Wan
Zengwei Zheng
Anderson de Rezende Rocha
Alex C. Kot
AAML
211
9
0
23 Aug 2024
ED$^4$: Explicit Data-level Debiasing for Deepfake Detection
ED4^44: Explicit Data-level Debiasing for Deepfake DetectionIEEE Transactions on Image Processing (TIP), 2024
Jikang Cheng
Ying Zhang
Qin Zou
Zhiyuan Yan
Chao Liang
Zhongyuan Wang
Ying Zhang
AAML
254
9
0
13 Aug 2024
LaWa: Using Latent Space for In-Generation Image Watermarking
LaWa: Using Latent Space for In-Generation Image WatermarkingEuropean Conference on Computer Vision (ECCV), 2024
Ahmad Rezaei
Mohammad Akbari
Saeed Ranjbar Alvar
Arezou Fatemi
Yong Zhang
WIGM
433
30
0
11 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake
  Detection
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection
Zifeng Li
Wen-Jun Tang
Shijun Gao
Shuai Wang
Yanxiang Wang
CVBM
326
3
0
03 Aug 2024
Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and
  Localization
Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization
Vinaya Sree Katamneni
A. Rattani
346
8
0
02 Aug 2024
TripletViNet: Mitigating Misinformation Video Spread Across Platforms
TripletViNet: Mitigating Misinformation Video Spread Across Platforms
Petar Smolovic
T. Dahanayaka
Kanchana Thilakarathna
142
3
0
15 Jul 2024
Learning Natural Consistency Representation for Face Forgery Video
  Detection
Learning Natural Consistency Representation for Face Forgery Video Detection
Daichi Zhang
Zihao Xiao
Shikun Li
Fanzhao Lin
Jianmin Li
Shiming Ge
CVBM
327
29
0
15 Jul 2024
The Tug-of-War Between Deepfake Generation and Detection
The Tug-of-War Between Deepfake Generation and Detection
Hannah Lee
Changyeon Lee
Kevin Farhat
Lin Qiu
Steve Geluso
Aerin Kim
O. Etzioni
426
9
0
08 Jul 2024
GRACE: Graph-Regularized Attentive Convolutional Entanglement with
  Laplacian Smoothing for Robust DeepFake Video Detection
GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection
Chih-Chung Hsu
Shao-Ning Chen
Mei-Hsuan Wu
Yi-Fang Wang
Chia-ming Lee
Yi-Shiuan Chou
CVBM
391
2
0
28 Jun 2024
DF40: Toward Next-Generation Deepfake Detection
DF40: Toward Next-Generation Deepfake DetectionNeural Information Processing Systems (NeurIPS), 2024
Zhiyuan Yan
Taiping Yao
Shen Chen
Yandan Zhao
Xinghe Fu
...
Donghao Luo
Li Yuan
Chengjie Wang
Shouhong Ding
Yunsheng Wu
282
100
0
19 Jun 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
278
5
0
12 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems
Principles of Designing Robust Remote Face Anti-Spoofing Systems
Xiang Xu
Tianchen Zhao
Zheng Zhang
Zhihua Li
Jon Wu
Alessandro Achille
Mani Srivastava
AAML
239
6
0
06 Jun 2024
PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset
PolyGlotFake: A Novel Multilingual and Multimodal DeepFake DatasetInternational Conference on Pattern Recognition (ICPR), 2024
Yang Hou
Haitao Fu
Chuankai Chen
Zida Li
Haoyu Zhang
Jianjun Zhao
217
13
0
14 May 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection MethodIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
Mian Zou
Baosheng Yu
Yibing Zhan
Siwei Lyu
Kede Ma
CVBM
333
6
0
14 May 2024
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic
  Detection under Rebalanced Deepfake Detection Protocol
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol
Wei-Han Wang
Chin-Yuan Yeh
Hsi-Wen Chen
De-Nian Yang
Ming-Syan Chen
211
0
0
01 May 2024
Compressed Deepfake Video Detection Based on 3D Spatiotemporal
  Trajectories
Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories
Zongmei Chen
Xin Liao
Xiaoshuai Wu
Yanxiang Chen
128
6
0
28 Apr 2024
The Adversarial AI-Art: Understanding, Generation, Detection, and
  Benchmarking
The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking
Yuying Li
Zeyan Liu
Junyi Zhao
Liangqin Ren
Fengjun Li
Jiebo Luo
Bo Luo
299
5
0
22 Apr 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency
  Knowledge
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
Hanzhe Li
Yuezun Li
Jiaran Zhou
Bin Li
Junyu Dong
CVBM
295
45
0
22 Apr 2024
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection
Yan Ju
Chengzhe Sun
Shan Jia
Shuwei Hou
Zhaofeng Si
Soumyya Kanti Datta
Lipeng Ke
Riky Zhou
Anita Nikolich
Siwei Lyu
297
6
0
19 Apr 2024
Explainable Deepfake Video Detection using Convolutional Neural Network
  and CapsuleNet
Explainable Deepfake Video Detection using Convolutional Neural Network and CapsuleNet
Gazi Hasin Ishrak
Zalish Mahmud
Md. Zami Al Zunaed Farabe
Tahera Khanom Tinni
Tanzim Reza
Mohammad Zavid Parvez
193
7
0
19 Apr 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection
Chenqi Kong
Anwei Luo
Song Xia
Yi Yu
Haoliang Li
Zengwei Zheng
Shiqi Wang
Alex C. Kot
MoE
498
29
0
12 Apr 2024
Diffusion Deepfake
Diffusion Deepfake
Chaitali Bhattacharyya
Hanxiao Wang
Feng Zhang
Sung-Ha Kim
Xiatian Zhu
185
10
0
02 Apr 2024
Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient
  Detection and Generalisation
Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation
Liviu-Daniel Ștefan
Dan-Cristian Stanciu
Mihai Dogariu
M. Constantin
A. Jitaru
Bogdan Ionescu
AAML
250
1
0
29 Mar 2024
Deepfake Generation and Detection: A Benchmark and Survey
Deepfake Generation and Detection: A Benchmark and Survey
Gan Pei
Jiangning Zhang
Menghan Hu
Ying Tai
Chengjie Wang
Yunsheng Wu
Guangtao Zhai
Jian Yang
Chunhua Shen
Dacheng Tao
361
77
0
26 Mar 2024
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language
  Models for Media Forensics
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics
Shan Jia
Reilin Lyu
Kangran Zhao
Jin Xu
Zhiyuan Yan
Yan Ju
Chuanbo Hu
Xin Li
Baoyuan Wu
Siwei Lyu
449
74
0
21 Mar 2024
Selective Domain-Invariant Feature for Generalizable Deepfake Detection
Selective Domain-Invariant Feature for Generalizable Deepfake Detection
Yingxin Lai
Guoqing Yang
Zhiming Luo
Shaozi Li
313
18
0
19 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face
  Deepfake Detection
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake DetectionInternational Journal of Computer Vision (IJCV), 2024
Yuting Xu
Jian Liang
Lijun Sheng
Xiao-Yu Zhang
252
24
0
15 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images
Unveiling the Truth: Exploring Human Gaze Patterns in Fake ImagesIEEE Signal Processing Letters (SPL), 2024
Giuseppe Cartella
Vittorio Cuculo
Marcella Cornia
Rita Cucchiara
DiffM
283
12
0
13 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection
Real is not True: Backdoor Attacks Against Deepfake Detection
Hong Sun
Wandi Qiao
Lei Liu
Bin Li
AAML
207
5
0
11 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection
Exploiting Style Latent Flows for Generalizing Deepfake Video DetectionComputer Vision and Pattern Recognition (CVPR), 2024
Jongwook Choi
Taehoon Kim
Yonghyun Jeong
Seungryul Baek
Jongwon Choi
359
67
0
11 Mar 2024
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
Ben Pinhasov
Raz Lapid
Rony Ohayon
Moshe Sipper
Y. Aperstein
AAML
190
15
0
05 Mar 2024
Exposing the Deception: Uncovering More Forgery Clues for Deepfake
  Detection
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection
Zhongjie Ba
Qingyu Liu
Zhenguang Liu
Shuang Wu
Feng Lin
Liwang Lu
Kui Ren
AAML
253
73
0
04 Mar 2024
Recent Advances in Digital Image and Video Forensics, Anti-forensics and
  Counter Anti-forensics
Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics
Maryam Al-Fehani
Saif M. Al-Kuwari
DiffMAAML
171
5
0
03 Feb 2024
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies
Soumyya Kanti Datta
Shan Jia
Siwei Lyu
221
17
0
18 Jan 2024
DomainForensics: Exposing Face Forgery across Domains via Bi-directional
  Adaptation
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation
Qingxuan Lv
Yuezun Li
Junyu Dong
Sheng Chen
Hui Yu
Huiyu Zhou
Shu Zhang
AAML
222
11
0
17 Dec 2023
Generalized Deepfakes Detection with Reconstructed-Blended Images and
  Multi-scale Feature Reconstruction Network
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network
Yuyang Sun
H. Nguyen
Chun-Shien Lu
ZhiYong Zhang
Lu Sun
Isao Echizen
CVBM
202
5
0
13 Dec 2023
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations
Mushfiqur Rahman
Runze Liu
Chau-Wai Wong
Huaiyu Dai
283
2
0
13 Dec 2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal
  Inconsistencies
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies
Mulin Tian
Mahyar Khayatkhoei
Joe Mathai
Wael AbdAlmageed
351
12
0
28 Nov 2023
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake DatasetACM Multimedia (ACM MM), 2023
Zhixi Cai
Shreya Ghosh
Aman Pankaj Adatia
Munawar Hayat
Abhinav Dhall
Kalin Stefanov
240
81
0
26 Nov 2023
Transcending Forgery Specificity with Latent Space Augmentation for
  Generalizable Deepfake Detection
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
Zhiyuan Yan
Yuhao Luo
Siwei Lyu
Qingshan Liu
Baoyuan Wu
460
130
0
19 Nov 2023
Trustworthy Large Models in Vision: A Survey
Trustworthy Large Models in Vision: A Survey
Ziyan Guo
Kepeng Xu
Jun Liu
MU
641
0
0
16 Nov 2023
CapST: Leveraging Capsule Networks and Temporal Attention for Accurate Model Attribution in Deep-fake Videos
Wasim Ahmad
Yan-Tsung Peng
Yuan-Hao Chang
Gaddisa Olani Ganfure
Sarwar Khan
485
0
0
07 Nov 2023
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face VideosIEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2023
Sahibzada Adil Shahzad
Ammarah Hashmi
Yan-Tsung Peng
Yu Tsao
Hsin-Min Wang
336
11
0
05 Nov 2023
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