MesoNet: a Compact Facial Video Forgery Detection Network

4 September 2018

Isao Echizen

Papers citing "MesoNet: a Compact Facial Video Forgery Detection Network"

50 / 235 papers shown

Title
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics Yuezun Li Delong Zhu Xinjie Cui Siwei Lyu 0 0 0 24 Jul 2025
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks Ahmad ALBarqawi Mahmoud Nazzal Issa M. Khalil Abdallah Khreishah Nhathai Phan 5 0 0 24 Jul 2025
Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines Camilo Luciano Fosco Emilie Josephs A. Andonian Allen Lee 113 4 0 01 Jul 2025
FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes Wasim Ahmad Yan-Tsung Peng Yuan-Hao Chang CVBM 85 0 0 13 Jun 2025
Tell me Habibi, is it Real or Fake? Kartik Kuckreja Parul Gupta Injy Hamed Thamar Solorio Muhammad Haris Khan Abhinav Dhall 156 0 0 28 May 2025
RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Lingyu Qiu Ke Jiang Xiaoyang Tan 143 0 0 27 May 2025
Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection Jiaxin Liu Jia Wang Saihui Hou Min Ren Huijia Wu Long Ma Renwang Pei Zhaofeng He DiffM 105 1 0 22 May 2025
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation Haiquan Wen Yiwei He Zhenglin Huang Tianxiao Li Zihan Yu Xingru Huang Lu Qi Baoyuan Wu Xuelong Li Guangliang Cheng VGen 121 0 0 19 May 2025
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation Massimiliano Cassia Luca Guarnera Mirko Casu Ignazio Zangara Sebastiano Battiato 71 0 0 16 May 2025
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Tharindu Fernando Clinton Fookes Sridha Sridharan Akila Pemasiri 109 0 0 08 May 2025
Robust AI-Generated Face Detection with Imbalanced Data Yamini Sri Krubha Aryana Hou Braden Vester Web Walker Xinze Wang Li Lin Shu Hu 119 0 0 04 May 2025
SUEDE:Shared Unified Experts for Physical-Digital Face Attack Detection Enhancement Zuying Xie Changtao Miao Ajian Liu Jiaxin Guo Feng-Qiang Li D. Guo Yunfeng Diao AAML 69 0 0 07 Apr 2025
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations Tharun Anand Siva Sankar Pravin Nair AAML 105 0 0 28 Mar 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 134 0 0 26 Mar 2025
Image Watermarking of Generative Diffusion Models Yunzhuo Chen Jordan Vice Naveed Akhtar Nur Al Hasan Haldar Ajmal Mian WIGM 137 0 0 12 Feb 2025
A Lightweight and Interpretable Deepfakes Detection Framework Muhammad Umar Farooq A. Javed K. Malik Muhammad Anas Raza CVBM 87 0 0 21 Jan 2025
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space Matthieu Delmas Amine Kacete 113 2 0 31 Dec 2024
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata 242 2 0 29 Nov 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 134 4 0 15 Nov 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 148 2 0 29 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection Zifeng Li Wen-Jun Tang Shijun Gao Shuai Wang Yanxiang Wang CVBM 124 2 0 03 Aug 2024
GM-DF: Generalized Multi-Scenario Deepfake Detection Yingxin Lai Zitong Yu Jing Yang Bin Li Xiangui Kang Linlin Shen 136 11 0 28 Jun 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 129 4 0 14 May 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 92 12 0 15 Mar 2024
Detecting Face Synthesis Using a Concealed Fusion Model Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple AAML CVBM 86 0 0 08 Jan 2024
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 80 6 0 17 Dec 2023
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Mushfiqur Rahman Runze Liu Chau-Wai Wong Huaiyu Dai 122 0 0 13 Dec 2023
AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection Ammarah Hashmi Sahibzada Adil Shahzad Chia-Wen Lin Yu Tsao Hsin-Min Wang ViT 134 6 0 19 Oct 2023
Integrating Audio-Visual Features for Multimodal Deepfake Detection Sneha Muppalla Shan Jia Siwei Lyu 68 21 0 05 Oct 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 58 9 0 18 Sep 2023
DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention Aaditya Kharel Manas Paranjape Aniket Bera 73 3 0 12 Sep 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 85 7 0 03 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 120 2 0 02 Aug 2023
Generalizable One-shot Neural Head Avatar Xueting Li Shalini De Mello Sifei Liu Koki Nagano Umar Iqbal Jan Kautz 3DH 95 20 0 14 Jun 2023
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes Ali Borji 171 32 0 29 Mar 2023
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models Yuxuan Duan Xuhong Zhang Chuer Yu Zonghui Wang S. Ji Wenzhi Chen AAML CVBM 69 0 0 23 Mar 2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou AAML 90 6 0 03 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation Chen Kong Haoliang Li Shiqi Wang ViT CVBM 97 15 0 02 Mar 2023
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues Decheng Liu Zeyang Zheng Chunlei Peng Yukai Wang N. Wang Xinbo Gao CVBM 69 19 0 30 Dec 2022
Exploring Depth Information for Face Manipulation Detection Hao Wang Meiling Li Sheng Li Zhenxing Qian Xinpeng Zhang CVBM 72 1 0 29 Dec 2022
How Do Deepfakes Move? Motion Magnification for Deepfake Source Detection U. Ciftci Ilke Demir 80 6 0 28 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 82 6 0 12 Dec 2022
Face Forgery Detection Based on Facial Region Displacement Trajectory Series Yuyang Sun Zhiyong Zhang Isao Echizen H. Nguyen Changzhen Qiu Lu Sun CVBM 71 13 0 07 Dec 2022
Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification Bo-Lun Yan Chang-Tsun Li Xuequan Lu CVBM 94 2 0 24 Nov 2022
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection D. Coccomini Giorgos Kordopatis-Zilos Giuseppe Amato R. Caldelli Fabrizio Falchi Symeon Papadopoulos Claudio Gennaro 93 16 0 20 Nov 2022
Generalizable Deepfake Detection with Phase-Based Motion Analysis Ekta Prashnani Michael Goebel B. S. Manjunath 81 6 0 17 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 124 62 0 12 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection Zihan Liu Hanyi Wang Shilin Wang ViT 74 6 0 07 Nov 2022
SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga 87 16 0 12 Oct 2022
Multi-Scale Wavelet Transformer for Face Forgery Detection Jie Liu Jingjing Wang Peng Zhang Chunmao Wang Di Xie Shiliang Pu ViT CVBM 97 9 0 08 Oct 2022