Explaining Deepfake Detection by Analysing Image Matching

20 July 2022

S. Dong

Jin Wang

Jiajun Liang

Haoqiang Fan

Renhe Ji

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Papers citing "Explaining Deepfake Detection by Analysing Image Matching"

26 / 26 papers shown

Title
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Tharindu Fernando Clinton Fookes S. Sridharan Simon Denman 39 0 0 08 May 2025
Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion Mengyu Qiao Runze Tian Yang Wang 28 0 0 24 Apr 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes Long Ma Zhiyuan Yan Yize Chen Jin Xu Qinglang Guo Hu Huang Yong Liao Hui Lin CVBM 41 0 0 07 Apr 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 59 0 0 19 Mar 2025
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu F. Khan Mubarak Shah 82 2 0 29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 102 0 0 26 Nov 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 23 1 0 25 Sep 2024
A Large-scale Universal Evaluation Benchmark For Face Forgery Detection Yijun Bei Hengrui Lou Jinsong Geng Erteng Liu Lechao Cheng Jie Song Mingli Song Zunlei Feng CVBM 39 0 0 13 Jun 2024
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View Jin Wang Shichao Dong Yapeng Zhu Kelu Yao Weidong Zhao Chao Li Ping Luo CoGe LRM 38 2 0 27 May 2024
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics Shan Jia Reilin Lyu Kangran Zhao Yize Chen Zhiyuan Yan Yan Ju Chuanbo Hu Xin Li Baoyuan Wu Siwei Lyu 34 36 0 21 Mar 2024
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection Zhongjie Ba Qingyu Liu Zhenguang Liu Shuang Wu Feng Lin Liwang Lu Kui Ren AAML 30 33 0 04 Mar 2024
Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou 21 4 0 24 Jan 2024
An adversarial attack approach for eXplainable AI evaluation on deepfake detection models Balachandar Gowrisankar V. Thing AAML 21 11 0 08 Dec 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 22 7 0 30 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 10 21 0 20 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection Chao Shuai Jieming Zhong Shuang Wu Feng Lin Zhibo Wang Zhongjie Ba Zhenguang Liu Lorenzo Cavallaro Kui Ren 25 28 0 20 Sep 2023
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou CVBM AAML 19 1 0 19 Aug 2023
Towards generalizing deep-audio fake detection networks Konstantin Gasenzer Moritz Wolter 19 4 0 22 May 2023
Building an Invisible Shield for Your Portrait against Deepfakes Jiazhi Guan Tianshu Hu Hang Zhou Zhizhi Guo Lirui Deng Chengbin Quan Errui Ding Youjian Zhao PICV 22 4 0 22 May 2023
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 22 27 0 21 Nov 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 20 16 0 20 Nov 2022
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization S. Dong Jin Wang Renhe Ji Jiajun Liang Haoqiang Fan Zheng Ge 30 108 0 26 Oct 2022
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 157 357 0 02 Mar 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 135 1,037 0 27 Sep 2019
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,170 0 01 Sep 2014