MesoNet: a Compact Facial Video Forgery Detection Network

4 September 2018

Isao Echizen

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

50 / 378 papers shown

Title
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
Deep Fake Detection: Survey of Facial Manipulation Detection Solutions Samay Pashine Sagar Mandiya P. Gupta Rashid Sheikh CVBM 20 18 0 23 Jun 2021
Automated Deepfake Detection Ping Liu Yuewei Lin Yang He Yunchao Wei Liangli Zhen Joey Tianyi Zhou Rick Siow Mong Goh Jingen Liu 31 6 0 20 Jun 2021
Wavelet-Packets for Deepfake Image Analysis and Detection Moritz Wolter F. Blanke R. Heese Jochen Garcke CVBM 22 41 0 17 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 28 66 0 15 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 49 9 0 05 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 36 86 0 28 May 2021
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes Hao Huang Yongtao Wang Zhaoyu Chen Yuze Zhang Yuheng Li Zhi Tang Wei Chu Jingdong Chen Weisi Lin K. Ma AAML 72 90 0 23 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
Local Relation Learning for Face Forgery Detection Shen Chen Taiping Yao Yang Chen Shouhong Ding Jilin Li Rongrong Ji CVBM 37 255 0 06 May 2021
An Examination of Fairness of AI Models for Deepfake Detection Loc Trinh Yong-Jin Liu CVBM 80 35 0 02 May 2021
Deep Insights of Deepfake Technology : A Review B. Mahmud A. Sharmin 19 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 27 70 0 01 May 2021
DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning Sheldon Fung Xuequan Lu Chao Zhang Chang-Tsun Li SSL 38 44 0 23 Apr 2021
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 110 258 0 20 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 33 122 0 09 Apr 2021
Contrastive Learning of Global-Local Video Representations Shuang Ma Zhaoyang Zeng Daniel J. McDuff Yale Song SSL 32 7 0 07 Apr 2021
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models Neal Mangaokar Jiameng Pu P. Bhattacharya Chandan K. Reddy Bimal Viswanath AAML MedIm 29 26 0 05 Apr 2021
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics Jiawei Chen Li-ju Chen Chia-Mu Yu Chun-Shien Lu PICV 25 40 0 05 Apr 2021
Face Forensics in the Wild Tianfei Zhou Wenguan Wang Zhiyuan Liang Jianbing Shen CVBM 46 118 0 30 Mar 2021
Frame-rate Up-conversion Detection Based on Convolutional Neural Network for Learning Spatiotemporal Features Minseok Yoon Seung-Hun Nam In-Jae Yu Wonhyuk Ahn Myung-Joon Kwon Heung-Kyu Lee 6 12 0 25 Mar 2021
Deepfake Forensics via An Adversarial Game Zhi Wang Yiwen Guo W. Zuo AAML 21 35 0 25 Mar 2021
Generalizing Face Forgery Detection with High-frequency Features Yucheng Luo Yong Zhang Junchi Yan Wei Liu CVBM 33 330 0 23 Mar 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 48 237 0 16 Mar 2021
Metric Learning for Anti-Compression Facial Forgery Detection Shenhao Cao Qin Zou Xiuqing Mao Zhongyuan Wang CVBM 10 24 0 15 Mar 2021
Detection and Localization of Facial Expression Manipulations Ghazal Mazaheri Amit K. Roy-Chowdhury AAML 25 28 0 15 Mar 2021
Towards Generalizable and Robust Face Manipulation Detection via Bag-of-local-feature Changtao Miao Qi Chu Weihai Li Tao Gong Wanyi Zhuang Nenghai Yu AAML CVBM ViT 19 17 0 14 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 24 77 0 11 Mar 2021
Deepfake Videos in the Wild: Analysis and Detection Jiameng Pu Neal Mangaokar Lauren Kelly P. Bhattacharya Kavya Sundaram M. Javed Bolun Wang Bimal Viswanath 31 43 0 07 Mar 2021
Multi-attentional Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Tianyi Wei Weiming Zhang Nenghai Yu 3DPC 45 603 0 03 Mar 2021
DeepFake-o-meter: An Open Platform for DeepFake Detection Yuezun Li Cong Zhang Pu Sun H. Qi Siwei Lyu 31 16 0 02 Mar 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 24 67 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
Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack Shahroz Tariq Sowon Jeon Simon S. Woo 32 25 0 01 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing Guo Lei Ma Yang Liu AAML 33 132 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 128 299 0 25 Feb 2021
Deepfake Video Detection Using Convolutional Vision Transformer Deressa Wodajo Solomon Atnafu ViT 32 170 0 22 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 65 0 18 Feb 2021
Adversarially robust deepfake media detection using fused convolutional neural network predictions Sohail Ahmed Khan A. Artusi H. Dai AAML 30 16 0 11 Feb 2021
Learning to identify image manipulations in scientific publications Ghazal Mazaheri K. Avila Amit K. Roy-Chowdhury 17 3 0 03 Feb 2021
Generalized Facial Manipulation Detection with Edge Region Feature Extraction Dong-Keon Kim Kwangsu Kim AAML CVBM 21 11 0 02 Feb 2021
Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction Pu Sun Yuezun Li H. Qi Siwei Lyu 23 17 0 01 Feb 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 66 48 0 15 Jan 2021
Exploring Adversarial Fake Images on Face Manifold Dongze Li Wei Wang Hongxing Fan Jing Dong AAML 45 42 0 09 Jan 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 103 375 0 05 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 25 8 0 03 Jan 2021
Identifying Invariant Texture Violation for Robust Deepfake Detection Xinwei Sun Botong Wu Wei Chen 20 8 0 19 Dec 2020
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 47 261 0 16 Dec 2020
Responsible Disclosure of Generative Models Using Scalable Fingerprinting Ning Yu Vladislav Skripniuk Dingfan Chen Larry S. Davis Mario Fritz WIGM 52 89 0 16 Dec 2020