The Deepfake Detection Challenge (DFDC) Preview Dataset

19 October 2019

Cristian Canton Ferrer

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Papers citing "The Deepfake Detection Challenge (DFDC) Preview Dataset"

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Title
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 18 30 0 27 Aug 2020
On Attribution of Deepfakes Baiwu Zhang Jin Peng Zhou Ilia Shumailov Nicolas Papernot WIGM 34 11 0 20 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 41 171 0 11 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 18 362 0 08 Aug 2020
PDE-Driven Spatiotemporal Disentanglement Jérémie Donà Jean-Yves Franceschi Sylvain Lamprier Patrick Gallinari OOD DRL 21 27 0 04 Aug 2020
Deepfake Detection using Spatiotemporal Convolutional Networks Oscar de Lima Sean Franklin Shreshtha Basu Blake Karwoski A. George 3DPC 32 110 0 26 Jun 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 32 42 0 21 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 45 199 0 13 Jun 2020
The DeepFake Detection Challenge (DFDC) Dataset Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang Cristian Canton Ferrer PICV 14 242 0 12 Jun 2020
Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task P. Charitidis Giorgos Kordopatis-Zilos Symeon Papadopoulos Y. Kompatsiaris CVBM 20 8 0 12 Jun 2020
Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization Komal Chugh Parul Gupta Abhinav Dhall Ramanathan Subramanian 40 165 0 29 May 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos Gereon Fox Wentao Liu Hyeongwoo Kim Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt CVBM 59 17 0 20 May 2020
Defending Your Voice: Adversarial Attack on Voice Conversion Chien-yu Huang Yist Y. Lin Hung-yi Lee Lin-Shan Lee AAML 30 52 0 18 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 27 16 0 11 May 2020
Attentive Semantic Exploring for Manipulated Face Detection Zehao Chen Hua Yang CVBM 26 22 0 06 May 2020
Detecting Deep-Fake Videos from Appearance and Behavior S. Agarwal Tarek El-Gaaly Hany Farid Ser-Nam Lim PICV 18 165 0 29 Apr 2020
Deepfakes Detection with Automatic Face Weighting D. M. Montserrat Hanxiang Hao S. Yarlagadda Sriram Baireddy Ruiting Shao ... Emily R. Bartusiak Justin Yang David Guera Fengqing Zhu Edward J. Delp CVBM 31 113 0 25 Apr 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 37 90 0 16 Apr 2020
One-Shot Domain Adaptation For Face Generation Chao Yang Ser-Nam Lim OOD CVBM 45 36 0 28 Mar 2020
Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 36 254 0 14 Mar 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 58 160 0 11 Mar 2020
CBAG: Conditional Biomedical Abstract Generation Justin Sybrandt Ilya Safro MedIm AI4CE 25 8 0 13 Feb 2020
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Malhar Jere F. Koushanfar Julian McAuley AAML 22 151 0 09 Feb 2020
Adversarial Machine Learning -- Industry Perspectives Ramnath Kumar Magnus Nyström J. Lambert Andrew Marshall Mario Goertzel Andi Comissoneru Matt Swann Sharon Xia AAML SILM 38 233 0 04 Feb 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 72 38 0 26 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 60 543 0 18 Jan 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 65 440 0 09 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 62 780 0 01 Jan 2020
Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure Haojie Guo Brian Dolhansky Eric Hsin Phong Dinh Cristian Canton Ferrer Song Wang FedML 31 2 0 14 Dec 2019
Extracting deep local features to detect manipulated images of human faces Michail Tarasiou Stefanos Zafeiriou 3DH AAML CVBM 16 21 0 29 Nov 2019
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 37 130 0 13 Nov 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 154 1,057 0 27 Sep 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Quoc-Viet Pham Cu Nguyen 36 434 0 25 Sep 2019