Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

2 May 2019

Jiaxin Cheng

Papers citing "Recurrent Convolutional Strategies for Face Manipulation Detection in Videos"

50 / 134 papers shown

Title
When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection Ying Xu Sule YAYILGAN YILDIRIM 21 2 0 27 Sep 2022
Multimodal Graph Learning for Deepfake Detection Zhiyuan Yan Pengzhong Sun Yubo Lang Shuo-Zhao Du Shanzhuo Zhang Wen Wang Lei Liu 39 4 0 12 Sep 2022
Study of detecting behavioral signatures within DeepFake videos Qiaomu Miao Sinhwa Kang Stacy Marsella S. DiPaola Chao Wang Ari Shapiro 20 3 0 06 Aug 2022
Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis Trisha Mittal Ritwik Sinha Viswanathan Swaminathan John Collomosse Tianyi Zhou 24 9 0 26 Jul 2022
MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images Ekraam Sabir Soumyaroop Nandi Wael AbdAlmageed Premkumar Natarajan MedIm 23 1 0 19 Jul 2022
Deepfake Video Detection with Spatiotemporal Dropout Transformer Daichi Zhang Fanzhao Lin Yingying Hua Pengju Wang Dan Zeng Shiming Ge ViT 22 38 0 14 Jul 2022
Delving into Sequential Patches for Deepfake Detection Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 25 61 0 06 Jul 2022
CTrGAN: Cycle Transformers GAN for Gait Transfer Shahar Mahpod Noam Gaash Hay Hoffman Gil Ben-Artzi ViT 28 1 0 30 Jun 2022
Practical Deepfake Detection: Vulnerabilities in Global Contexts Yang Chuming Daniel Jeffrey Wu Ken Hong 14 5 0 20 Jun 2022
Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines Camilo Luciano Fosco Emilie Josephs A. Andonian Allen Lee Xi Wang A. Oliva 44 4 0 01 Jun 2022
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 28 291 0 18 Apr 2022
Towards a New Science of Disinformation Claudio S. Pinhanez G. H. Flores Marisa Vasconcelos Mu Qiao Nick Linck R. Paula Yuya Jeremy Ong 24 1 0 17 Mar 2022
An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection Gang Wang Peng Zhang Lei Xie Wei Huang Yufei Zha Yanni Zhang CVBM 18 5 0 10 Mar 2022
Towards Benchmarking and Evaluating Deepfake Detection Chenhao Lin Jingyi Deng Peng Hu Chao Shen Qianqian Wang Qi Li 32 13 0 04 Mar 2022
Self-supervised Transformer for Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Weiming Zhang Nenghai Yu ViT 19 34 0 02 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 38 51 0 12 Feb 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis M. Pantic CVBM 40 126 0 18 Jan 2022
A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks Chahat Raj P. Meel 13 0 0 23 Nov 2021
FakeTransformer: Exposing Face Forgery From Spatial-Temporal Representation Modeled By Facial Pixel Variations Yuyang Sun Zhiyong Zhang Changzhen Qiu Liang Wang Zekai Wang ViT 54 5 0 15 Nov 2021
Exposing Deepfake with Pixel-wise AR and PPG Correlation from Faint Signals Maoyu Mao Jun Yang CVBM PICV 26 3 0 29 Oct 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 34 25 0 07 Oct 2021
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection Aayushi Agarwal Akshay Agarwal S. Sinha Mayank Vatsa Richa Singh 40 17 0 15 Sep 2021
Challenges and Solutions in DeepFakes Jatin Sharma Sahil Sharma 34 1 0 12 Sep 2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors Hasam Khalid Minhan Kim Shahroz Tariq Simon S. Woo 23 82 0 07 Sep 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning S. Zobaed Md Fazle Rabby Md Istiaq Hossain E. Hossain Sazib Hasan Asif Karim Khan Md. Hasib AAML 46 14 0 07 Sep 2021
Spatiotemporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu Yang Chen Taiping Yao Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma 19 149 0 04 Sep 2021
BioFors: A Large Biomedical Image Forensics Dataset Ekraam Sabir Soumyaroop Nandi Wael AbdAlmageed Premkumar Natarajan 28 10 0 30 Aug 2021
Exploring Temporal Coherence for More General Video Face Forgery Detection Yinglin Zheng Jianmin Bao Dong Chen Ming Zeng Fang Wen CVBM ViT 11 212 0 15 Aug 2021
Video Transformer for Deepfake Detection with Incremental Learning Sohail Ahmed Khan Hang Dai ViT 24 62 0 11 Aug 2021
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Hasam Khalid Shahroz Tariq Minha Kim Simon S. Woo 36 184 0 11 Aug 2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Minhan Kim Shahroz Tariq Simon S. Woo CLL 32 48 0 06 Jul 2021
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects Gaojian Wang Qian Jiang Xin Jin Xiaohui Cui CVBM 31 29 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 32 22 0 24 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 26 86 0 28 May 2021
Forensic Analysis of Video Files Using Metadata Ziyue Xiang János Horváth Sriram Baireddy Paolo Bestagini Stefano Tubaro Edward J. Delp 9 13 0 13 May 2021
What's wrong with this video? Comparing Explainers for Deepfake Detection Samuele Pino Mark J. Carman Paolo Bestagini AAML 20 7 0 12 May 2021
Deep Insights of Deepfake Technology : A Review B. Mahmud A. Sharmin 9 32 0 01 May 2021
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework Shahroz Tariq Sangyup Lee Simon S. Woo AAML 19 70 0 01 May 2021
Robust Face-Swap Detection Based on 3D Facial Shape Information Weinan Guan Wei Wang Jing Dong Bo Peng Tieniu Tan CVBM 28 6 0 28 Apr 2021
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning Sheldon Fung Xuequan Lu Chao Zhang Chang-Tsun Li SSL 32 44 0 23 Apr 2021
Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features Zekun Sun Yujie Han Zeyu Hua Na Ruan Weijia Jia AAML 25 122 0 09 Apr 2021
KoDF: A Large-scale Korean DeepFake Detection Dataset Patrick Kwon J. You Gyuhyeon Nam Sungwoo Park Gyeongsu Chae 29 99 0 18 Mar 2021
Detection and Localization of Facial Expression Manipulations Ghazal Mazaheri A. Roy-Chowdhury AAML 17 28 0 15 Mar 2021
DefakeHop: A Light-Weight High-Performance Deepfake Detector Hong-Shuo Chen Mozhdeh Rouhsedaghat Hamza Ghani Shuowen Hu Suya You C.-C. Jay Kuo 11 75 0 11 Mar 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 22 66 0 02 Mar 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 168 360 0 02 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 33 130 0 27 Feb 2021
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 123 297 0 25 Feb 2021
Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation Sowmen Das Selim S. Seferbekov Arup Datta Md. Saiful Islam Md Ruhul Amin CVBM 36 64 0 18 Feb 2021
Adversarially robust deepfake media detection using fused convolutional neural network predictions Sohail Ahmed Khan A. Artusi H. Dai AAML 22 16 0 11 Feb 2021