MesoNet: a Compact Facial Video Forgery Detection Network

4 September 2018

Isao Echizen

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

50 / 376 papers shown

Title
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 9 0 0 19 May 2025
TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection Wenkui Yang Zhida Zhang Xiaoqiang Zhou Junxian Duan Jie Cao DiffM 33 0 0 13 May 2025
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Tharindu Fernando Clinton Fookes Sridha Sridharan Simon Denman 43 0 0 08 May 2025
Robust AI-Generated Face Detection with Imbalanced Data Yamini Sri Krubha Aryana Hou Braden Vester Web Walker Qing Guo Li Lin Shu Hu 29 0 0 04 May 2025
Active Light Modulation to Counter Manipulation of Speech Visual Content Hadleigh Schwartz Xiaofeng Yan Charles J. Carver Xia Zhou 73 0 0 30 Apr 2025
Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion Mengyu Qiao Runze Tian Yang Wang 38 0 0 24 Apr 2025
Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy Botao Zhao Zuheng Kang Yayun He Xiaoyang Qu Junqing Peng Jing Xiao Jianzong Wang 35 0 0 15 Apr 2025
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning Ashutosh Chaubey Xulang Guan Mohammad Soleymani CVBM MLLM VLM 77 0 0 09 Apr 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 25 0 0 07 Apr 2025
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations Tharun Anand Siva Sankar Pravin Nair AAML 45 0 0 28 Mar 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 55 0 0 26 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 62 0 0 11 Mar 2025
VoD: Learning Volume of Differences for Video-Based Deepfake Detection Ying Xu Marius Pedersen Kiran Raja 41 0 0 10 Mar 2025
Deepfake Detection via Knowledge Injection Tonghui Li Yuanfang Guo Ziqiang Liu Heqi Peng Yunhong Wang 59 2 0 04 Mar 2025
DiffFake: Exposing Deepfakes using Differential Anomaly Detection Sotirios Stamnas Victor Sanchez 48 1 0 22 Feb 2025
Deepfake Detection with Spatio-Temporal Consistency and Attention Yunzhuo Chen Naveed Akhtar Nur Al Hasan Haldar Ajmal Mian 133 0 0 12 Feb 2025
Image Watermarking of Generative Diffusion Models Yunzhuo Chen J. Vice Naveed Akhtar Nur Al Hasan Haldar Ajmal Mian WIGM 56 0 0 12 Feb 2025
A Lightweight and Interpretable Deepfakes Detection Framework Muhammad Umar Farooq A. Javed K. Malik Muhammad Anas Raza CVBM 58 0 0 21 Jan 2025
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space Matthieu Delmas Amine Kacete 48 1 0 31 Dec 2024
FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers Younhun Kim Myung-Joon Kwon Wonjun Lee Changick Kim 83 0 0 19 Dec 2024
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata 103 1 0 29 Nov 2024
Exploring Depth Information for Detecting Manipulated Face Videos Haoyue Wang Sheng Li Ji He Zhenxing Qian Xinpeng Zhang Shaolin Fan CVBM 81 1 0 27 Nov 2024
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks Tianyi Wang Mengxiao Huang Harry Cheng Xiao Zhang Zhiqi Shen 85 5 0 26 Nov 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 58 2 0 15 Nov 2024
How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception Sahibzada Adil Shahzad Ammarah Hashmi Yan-Tsung Peng Yu Tsao H. Wang 42 1 0 14 Nov 2024
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection Fan Nie Jiangqun Ni Jian Zhang Bin Zhang Weizhe Zhang DiffM 39 1 0 31 Oct 2024
ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks Renshuai Tao Manyi Le Chuangchuang Tan Huan Liu Haotong Qin Yao Zhao 40 2 0 24 Oct 2024
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection Weijie Zhou Xiaoqing Luo Zhancheng Zhang Jiachen He Xiaojun Wu 26 1 0 14 Oct 2024
Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Hideyuki Oiso Yuto Matsunaga Kazuya Kakizaki Taiki Miyagawa 36 2 0 13 Oct 2024
Toward Robust Real-World Audio Deepfake Detection: Closing the Explainability Gap Georgia Channing Juil Sock Ronald Clark Philip Torr Christian Schroeder de Witt 35 2 0 09 Oct 2024
A Multimodal Framework for Deepfake Detection Kashish Gandhi Prutha Kulkarni Taran Shah Piyush Chaudhari Meera Narvekar Kranti Ghag 37 1 0 04 Oct 2024
A Hybrid Quantum-Classical AI-Based Detection Strategy for Generative Adversarial Network-Based Deepfake Attacks on an Autonomous Vehicle Traffic Sign Classification System M. Salek Shaozhi Li Mashrur Chowdhury AAML 25 0 0 25 Sep 2024
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection Yuzhen Lin Wentang Song Bin Li Yuezun Li Jiangqun Ni Han Chen Qiushi Li 41 13 0 22 Sep 2024
Deep Learning Technology for Face Forgery Detection: A Survey Lixia Ma Puning Yang Yuting Xu Ziming Yang Peipei Li Huaibo Huang 49 1 0 22 Sep 2024
1M-Deepfakes Detection Challenge Zhixi Cai Abhinav Dhall Shreya Ghosh Munawar Hayat D. Kollias Kalin Stefanov Usman Tariq 42 1 0 11 Sep 2024
Active Fake: DeepFake Camouflage Pu Sun Honggang Qi Yuezun Li PICV 53 0 0 05 Sep 2024
Learning to Discover Forgery Cues for Face Forgery Detection Jiahe Tian Peng-Wen Chen Cai Yu Xiaomeng Fu Xi Wang Jiao Dai Jizhong Han CVBM AAML 43 6 0 02 Sep 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector? Jikang Cheng Zhiyuan Yan Ying Zhang Yuhao Luo Zhongyuan Wang Chen Li 36 10 0 30 Aug 2024
Tex-ViT: A Generalizable, Robust, Texture-based dual-branch cross-attention deepfake detector Deepak Dagar Dinesh Kumar Vishwakarma ViT 40 0 0 29 Aug 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 56 2 0 29 Aug 2024
Current Status and Trends in Image Anti-Forensics Research: A Bibliometric Analysis Yihong Lu Jianyi Liu Ru Zhang 25 0 0 21 Aug 2024
Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies Marcella Astrid Enjie Ghorbel Djamila Aouada 45 4 0 13 Aug 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection Zifeng Li Wen-Jun Tang Shijun Gao Shuai Wang Yanxiang Wang CVBM 39 2 0 03 Aug 2024
Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization Vinaya Sree Katamneni A. Rattani 43 4 0 02 Aug 2024
Statistics-aware Audio-visual Deepfake Detector Marcella Astrid Enjie Ghorbel Djamila Aouada 53 5 0 16 Jul 2024
Learning Natural Consistency Representation for Face Forgery Video Detection Daichi Zhang Zihao Xiao Shikun Li Fanzhao Lin Jianmin Li Shiming Ge CVBM 46 10 0 15 Jul 2024
POLygraph: Polish Fake News Dataset Daniel Dzienisiewicz Filip Graliñski Piotr Jabłoński Marek Kubis Paweł Skórzewski Piotr Wierzchoñ 39 0 0 01 Jul 2024
GM-DF: Generalized Multi-Scenario Deepfake Detection Yingxin Lai Zitong Yu Jing Yang Bin Li Xiangui Kang Linlin Shen 40 8 0 28 Jun 2024
GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection Chih-Chung Hsu Shao-Ning Chen Mei-Hsuan Wu Yi-Fang Wang Chia-Ming Lee Yi-Shiuan Chou CVBM 40 0 0 28 Jun 2024
DF40: Toward Next-Generation Deepfake Detection Zhiyuan Yan Taiping Yao Shen Chen Yandan Zhao Xinghe Fu ... Donghao Luo Li Yuan Chengjie Wang Shouhong Ding Yunsheng Wu 34 29 0 19 Jun 2024