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Deepfake Detection using Spatiotemporal Convolutional Networks

Deepfake Detection using Spatiotemporal Convolutional Networks

26 June 2020
Oscar de Lima
Sean Franklin
Shreshtha Basu
Blake Karwoski
A. George
    3DPC
ArXiv (abs)PDFHTMLGithub (50★)

Papers citing "Deepfake Detection using Spatiotemporal Convolutional Networks"

33 / 33 papers shown
REVEAL -- Reasoning and Evaluation of Visual Evidence through Aligned Language
REVEAL -- Reasoning and Evaluation of Visual Evidence through Aligned Language
Ipsita Praharaj
Yukta Butala
Badrikanath Praharaj
Yash Butala
189
0
0
18 Aug 2025
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery DetectionNeural Information Processing Systems (NeurIPS), 2025
Yachao Liang
Min Yu
Gang Li
Jianguo Jiang
B. Li
Feng Yu
Ning Zhang
Xiang Meng
Weiqing Huang
AAML
249
10
0
13 Aug 2025
FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes
FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap DeepfakesExpert systems with applications (ESWA), 2025
Wasim Ahmad
Yan-Tsung Peng
Yuan-Hao Chang
CVBM
249
7
0
13 Jun 2025
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations
Tharun Anand
Siva Sankar
Pravin Nair
AAML
293
3
0
28 Mar 2025
Reduced Spatial Dependency for More General Video-level Deepfake Detection
Reduced Spatial Dependency for More General Video-level Deepfake DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Beilin Chu
Xuan Xu
Yanzhe Zhang
Weike You
Linna Zhou
279
2
0
05 Mar 2025
A Multimodal Framework for Deepfake Detection
A Multimodal Framework for Deepfake DetectionJournal of Electrical Systems (JES), 2024
Kashish Gandhi
Prutha Kulkarni
Taran Shah
Piyush Chaudhari
Meera Narvekar
Kranti Ghag
185
12
0
04 Oct 2024
Learning Expressive And Generalizable Motion Features For Face Forgery
  Detection
Learning Expressive And Generalizable Motion Features For Face Forgery DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jingyi Zhang
Peng Zhang
Jingjing Wang
Di Xie
Shiliang Pu
368
4
0
08 Mar 2024
Unearthing Common Inconsistency for Generalisable Deepfake Detection
Unearthing Common Inconsistency for Generalisable Deepfake Detection
Beilin Chu
Xuan Xu
Weike You
Linna Zhou
329
1
0
20 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
562
0
0
07 Nov 2023
Facial Forgery-based Deepfake Detection using Fine-Grained Features
Facial Forgery-based Deepfake Detection using Fine-Grained FeaturesInternational Conference on Machine Learning and Applications (ICMLA), 2023
Aakash Varma Nadimpalli
A. Rattani
CVBM
353
6
0
10 Oct 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative
  Learning
Quality-Agnostic Deepfake Detection with Intra-model Collaborative LearningIEEE International Conference on Computer Vision (ICCV), 2023
B. Le
Simon S. Woo
AAML
303
47
0
12 Sep 2023
AltFreezing for More General Video Face Forgery Detection
AltFreezing for More General Video Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Zhendong Wang
Jianmin Bao
Wen-gang Zhou
Weilun Wang
Houqiang Li
ViTCVBM
322
118
0
17 Jul 2023
Glitch in the Matrix: A Large Scale Benchmark for Content Driven
  Audio-Visual Forgery Detection and Localization
Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and LocalizationComputer Vision and Image Understanding (CVIU), 2023
Théophile Cabannes
Shreya Ghosh
Raphaël Marinier
Tom Gedeon
Alexandre M. Bayen
Munawar Hayat
402
59
0
03 May 2023
Leveraging Deep Learning Approaches for Deepfake Detection: A Review
Leveraging Deep Learning Approaches for Deepfake Detection: A ReviewInternational Conferences on Intelligent Systems, Metaheuristics & Swarm Intelligence (ICISMSI), 2023
Aniruddha Tiwari
Rushit Dave
Mounika Vanamala
254
15
0
04 Apr 2023
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection
Cross-Domain Local Characteristic Enhanced Deepfake Video DetectionAsian Conference on Computer Vision (ACCV), 2022
Zihan Liu
Hanyi Wang
Shilin Wang
ViT
274
11
0
07 Nov 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated
  Learning
FedForgery: Generalized Face Forgery Detection with Residual Federated LearningIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
Decheng Liu
Zhan Dang
Chunlei Peng
Yu Zheng
Shuang Li
N. Wang
Xinbo Gao
FedML
349
63
0
18 Oct 2022
A Machine Learning Approach for DeepFake Detection
A Machine Learning Approach for DeepFake Detection
G. Lacerda
R. Vasconcelos
167
6
0
28 Sep 2022
DF-Captcha: A Deepfake Captcha for Preventing Fake Calls
DF-Captcha: A Deepfake Captcha for Preventing Fake Calls
Yisroel Mirsky
254
3
0
17 Aug 2022
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging
  Optical Flow Features
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow FeaturesIEEE International Joint Conference on Neural Network (IJCNN), 2022
P. Saikia
Dhwani Dholaria
Priyanka Yadav
Vaidehi M Patel
Mohendra Roy
215
92
0
28 Jul 2022
Using Deep Learning to Detecting Deepfakes
Using Deep Learning to Detecting Deepfakes
Jacob Mallet
Rushit Dave
Naeem Seliya
Mounika Vanamala
265
21
0
27 Jul 2022
3D-Aware Video Generation
3D-Aware Video Generation
Sherwin Bahmani
Jeong Joon Park
Despoina Paschalidou
Hao Tang
Gordon Wetzstein
Leonidas Guibas
Luc Van Gool
Radu Timofte
554
24
0
29 Jun 2022
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset
  and Multimodal Method for Temporal Forgery Localization
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery LocalizationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022
Zhixi Cai
Kalin Stefanov
Abhinav Dhall
Munawar Hayat
232
5
0
13 Apr 2022
Model Attribution of Face-swap Deepfake Videos
Model Attribution of Face-swap Deepfake VideosInternational Conference on Information Photonics (ICIP), 2022
Shan Jia
Xin Li
Siwei Lyu
CVBM
256
33
0
25 Feb 2022
Deep Semantic Manipulation of Facial Videos
Deep Semantic Manipulation of Facial Videos
Girish Kumar Solanki
A. Roussos
CVBM
337
9
0
15 Nov 2021
Challenges and Solutions in DeepFakes
Jatin Sharma
Sahil Sharma
191
2
0
12 Sep 2021
Exploring Temporal Coherence for More General Video Face Forgery
  Detection
Exploring Temporal Coherence for More General Video Face Forgery Detection
Yinglin Zheng
Jianmin Bao
Dong Chen
Ming Zeng
Fang Wen
CVBMViT
223
306
0
15 Aug 2021
Video Transformer for Deepfake Detection with Incremental Learning
Video Transformer for Deepfake Detection with Incremental LearningACM Multimedia (ACM MM), 2021
Sohail Ahmed Khan
Hang Dai
ViT
294
80
0
11 Aug 2021
Combining EfficientNet and Vision Transformers for Video Deepfake
  Detection
Combining EfficientNet and Vision Transformers for Video Deepfake Detection
D. Coccomini
Nicola Messina
Claudio Gennaro
Fabrizio Falchi
ViT
322
240
0
06 Jul 2021
Deepfake Detection Scheme Based on Vision Transformer and Distillation
Deepfake Detection Scheme Based on Vision Transformer and Distillation
Young-Jin Heo
Y. Choi
Young-Woon Lee
Byung-Gyu Kim
ViT
245
75
0
03 Apr 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon
Countering Malicious DeepFakes: Survey, Battleground, and HorizonInternational Journal of Computer Vision (IJCV), 2021
Felix Juefei Xu
Run Wang
Yihao Huang
Qing Guo
Lei Ma
Yang Liu
AAML
632
172
0
27 Feb 2021
Deepfakes Generation and Detection: State-of-the-art, open challenges,
  countermeasures, and way forward
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward
Momina Masood
M. Nawaz
K. Malik
A. Javed
Aun Irtaza
AAML
555
441
0
25 Feb 2021
Learning Self-Consistency for Deepfake Detection
Learning Self-Consistency for Deepfake DetectionIEEE International Conference on Computer Vision (ICCV), 2020
Tianchen Zhao
Xiang Xu
Mingze Xu
Hui Ding
Yuanjun Xiong
Wei Xia
SSL
387
363
0
16 Dec 2020
Deep Learning for Deepfakes Creation and Detection: A Survey
Deep Learning for Deepfakes Creation and Detection: A SurveyComputer Vision and Image Understanding (CVIU), 2019
Thanh Thi Nguyen
Quoc Viet Hung Nguyen
Dung Nguyen
D. Nguyen
Thien Huynh-The
S. Nahavandi
Thanh Tam Nguyen
Quoc-Viet Pham
Cu Nguyen
377
573
0
25 Sep 2019
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