FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces

24 March 2018

Matthias Nießner

Papers citing "FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces"

50 / 166 papers shown

Title
Can deepfakes be created by novice users?The Web Conference (WWW), 2023 Pulak Mehta Gauri Jagatap Kevin Gallagher Brian Timmerman Progga Deb S. Garg Rachel Greenstadt Brendan Dolan-Gavitt HAI 165 7 0 28 Apr 2023
Evading DeepFake Detectors via Adversarial Statistical ConsistencyComputer Vision and Pattern Recognition (CVPR), 2023 Yang Hou Qing Guo Yihao Huang Xiaofei Xie Lei Ma Jianjun Zhao AAML 283 66 0 23 Apr 2023
Artifact magnification on deepfake videos increases human detection and subjective confidenceJournal of Vision (JOV), 2023 Emilie Josephs Camilo Luciano Fosco A. Oliva 204 12 0 10 Apr 2023
MoStGAN-V: Video Generation with Temporal Motion StylesComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoqian Shen Xiang Li Mohamed Elhoseiny VGen 153 40 0 05 Apr 2023
Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB VideosComputer Vision and Pattern Recognition (CVPR), 2023 Ziqian Bai Feitong Tan Zeng Huang Kripasindhu Sarkar Danhang Tang ... Rohit Pandey Ping Tan Thabo Beeler S. Fanello Yinda Zhang 3DH 204 51 0 04 Apr 2023
CelebV-Text: A Large-Scale Facial Text-Video DatasetComputer Vision and Pattern Recognition (CVPR), 2023 Jianhui Yu Hao Zhu Liming Jiang Chen Change Loy Weidong (Tom) Cai Wayne Wu 160 94 0 26 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 242 216 0 24 Mar 2023
MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image PairsIEEE transactions on multimedia (IEEE TMM), 2023 Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan VGen 130 7 0 06 Mar 2023
Deepfake Detection using Biological Features: A Survey Kundan Patil Shrushti Kale Jaivanti Dhokey Abhishek A. Gulhane 126 18 0 14 Jan 2023
How Do Deepfakes Move? Motion Magnification for Deepfake Source DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 U. Ciftci Ilke Demir 124 14 0 28 Dec 2022
Testing Human Ability To Detect Deepfake Images of Human FacesJournal of Cybersecurity (JC), 2022 Sergi D. Bray Shane D. Johnson Bennett Kleinberg CVBM 227 67 0 07 Dec 2022
Artificial Intelligence Security Competition (AISC) Yinpeng Dong Peng Chen Senyou Deng L. Lianji Yi Sun ... Zhichao Cui G. Liu Huafeng Shi K. Hu Meng Zhang 147 0 0 07 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 255 11 0 01 Dec 2022
Cross-identity Video Motion Retargeting with Joint Transformation and SynthesisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Haomiao Ni Yihao Liu Sharon X. Huang Yuan Xue 144 14 0 02 Oct 2022
Evaluation of Pre-Trained CNN Models for Geographic Fake Image DetectionIEEE International Workshop on Multimedia Signal Processing (MMSP), 2022 Sid Ahmed Fezza Mohammed Yasser Ouis Bachir Kaddar W. Hamidouche Abdenour Hadid 137 6 0 01 Oct 2022
DeePhy: On Deepfake Phylogeny Kartik Narayan Harsh Agarwal K. Thakral S. Mittal Mayank Vatsa Richa Singh 282 18 0 19 Sep 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 279 24 0 21 Aug 2022
DF-Captcha: A Deepfake Captcha for Preventing Fake Calls Yisroel Mirsky 152 3 0 17 Aug 2022
Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks Christeena Jose CVBM 227 1 0 15 Aug 2022
CelebV-HQ: A Large-Scale Video Facial Attributes DatasetEuropean Conference on Computer Vision (ECCV), 2022 Haoning Zhu Wayne Wu Wentao Zhu Liming Jiang Siwei Tang Li Zhang Ziwei Liu Chen Change Loy 331 249 0 25 Jul 2022
Visual Speech-Aware Perceptual 3D Facial Expression Reconstruction from Videos P. Filntisis George Retsinas Foivos Paraperas-Papantoniou Athanasios Katsamanis A. Roussos Petros Maragos 3DH 187 42 0 22 Jul 2022
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video SynthesisEuropean Conference on Computer Vision (ECCV), 2022 Long Zhuo Guangcong Wang Shikai Li Wayne Wu Ziwei Liu VGen 186 23 0 11 Jul 2022
Generating Long Videos of Dynamic ScenesNeural Information Processing Systems (NeurIPS), 2022 Tim Brooks Janne Hellsten M. Aittala Ting-Chun Wang Timo Aila J. Lehtinen Xuan Li Alexei A. Efros Tero Karras SyDa 238 129 0 07 Jun 2022
Rethinking Gradient Operator for Exposing AI-enabled Face ForgeriesExpert systems with applications (ESWA), 2022 Zhiqing Guo Gaobo Yang Dengyong Zhang Ming Xia CVBM 119 51 0 02 May 2022
Exposing Deepfake Face Forgeries with Guided ResidualsIEEE transactions on multimedia (IEEE TMM), 2022 Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 105 40 0 02 May 2022
Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low DataConference on Data and Application Security and Privacy (CODASPY), 2022 John Lim Jan-Michael Frahm Fabian Monrose AAML 193 0 0 05 Apr 2022
Exploring Frequency Adversarial Attacks for Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Shuai Jia Chao Ma Taiping Yao Bangjie Yin Shouhong Ding Yunbo Wang AAML 219 82 0 29 Mar 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 269 81 0 12 Feb 2022
Finding Directions in GAN's Latent Space for Neural Face ReenactmentBritish Machine Vision Conference (BMVC), 2022 Stella Bounareli Vasileios Argyriou Georgios Tzimiropoulos 3DH CVBM 308 40 0 31 Jan 2022
Semantic-Aware Implicit Neural Audio-Driven Video Portrait GenerationEuropean Conference on Computer Vision (ECCV), 2022 Xian Liu Yinghao Xu Qianyi Wu Hang Zhou Wayne Wu Bolei Zhou VGen DiffM 3DH 165 161 0 19 Jan 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2Computer Vision and Pattern Recognition (CVPR), 2021 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 356 333 0 29 Dec 2021
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images Youngoh Bang Simon S. Woo AAML CVBM 93 9 0 22 Dec 2021
Neural Head Avatars from Monocular RGB Videos Philip-William Grassal Malte Prinzler Titus Leistner Carsten Rother Matthias Nießner Justus Thies 3DH 278 238 0 02 Dec 2021
Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors Yuhang Lu Evgeniy Upenik Touradj Ebrahimi AAML 141 0 0 14 Nov 2021
A Study of the Human Perception of Synthetic Faces Bingyu Shen Brandon RichardWebster A. O’toole Kevin W. Bowyer Walter J. Scheirer CVBM 227 37 0 08 Nov 2021
Geo-DefakeHop: High-Performance Geographic Fake Image Detection Hong-Shuo Chen Kaitai Zhang Shuowen Hu Suya You C.-C. Jay Kuo 160 19 0 19 Oct 2021
Live Speech Portraits: Real-Time Photorealistic Talking-Head AnimationACM Transactions on Graphics (TOG), 2021 Yuanxun Lu Jinxiang Chai Xun Cao 189 97 0 22 Sep 2021
Deepfake Representation with Multilinear Regression S. Abdali M. Alex O. Vasilescu Evangelos E. Papalexakis 91 4 0 15 Aug 2021
More Real than Real: A Study on Human Visual Perception of Synthetic FacesIEEE Signal Processing Magazine (IEEE SPM), 2021 Federica Lago Cecilia Pasquini Rainer Böhme Hélene Dumont V. Goffaux G. Boato CVBM 106 65 0 14 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 267 102 0 28 May 2021
Deepfake Detection by Human Crowds, Machines, and Machine-informed CrowdsProceedings of the National Academy of Sciences of the United States of America (PNAS), 2021 Matthew Groh Ziv Epstein C. Firestone Rosalind W. Picard 270 182 0 13 May 2021
The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video InpaintingComputer Vision and Pattern Recognition (CVPR), 2021 Ryan Szeto Jason J. Corso VGen 212 15 0 11 May 2021
One Shot Face Swapping on MegapixelsComputer Vision and Pattern Recognition (CVPR), 2021 Yuhao Zhu Qi Li Jian Wang Chengzhong Xu Zhenan Sun PICV CVBM 210 185 0 11 May 2021
Towards Discovery and Attribution of Open-world GAN Generated ImagesIEEE International Conference on Computer Vision (ICCV), 2021 Sharath Girish Saksham Suri Saketh Rambhatla Abhinav Shrivastava 247 80 0 10 May 2021
CASIA-Face-Africa: A Large-scale African Face Image DatabaseIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021 Jawad Muhammad Yunlong Wang Caiyong Wang Kunbo Zhang Zhenan Sun CVBM 161 30 0 08 May 2021
A Good Image Generator Is What You Need for High-Resolution Video SynthesisInternational Conference on Learning Representations (ICLR), 2021 Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 244 203 0 30 Apr 2021
Representative Forgery Mining for Fake Face DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Chengrui Wang Weihong Deng CVBM 161 244 0 14 Apr 2021
Frame-rate Up-conversion Detection Based on Convolutional Neural Network for Learning Spatiotemporal FeaturesForensic Science International (FSI), 2021 Minseok Yoon Seung-Hun Nam In-Jae Yu Wonhyuk Ahn Myung-Joon Kwon Heung-Kyu Lee 97 15 0 25 Mar 2021
Detection and Localization of Facial Expression ManipulationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Ghazal Mazaheri Amit K. Roy-Chowdhury AAML 129 31 0 15 Mar 2021
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 428 159 0 27 Feb 2021