Fighting Fake News: Image Splice Detection via Learned Self-Consistency

10 May 2018

Papers citing "Fighting Fake News: Image Splice Detection via Learned Self-Consistency"

50 / 163 papers shown

Title
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 53 0 0 26 Mar 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 96 1 0 17 Feb 2025
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 74 0 0 12 Dec 2024
Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation Y. Niu Pei Chen Lei Zhang Lei Tan Y. Chen 67 1 0 17 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 34 3 0 06 Nov 2024
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 24 2 0 05 Oct 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs Fengzhu Zeng Wenqian Li Wei Gao Yan Pang 45 2 0 29 Sep 2024
DeCLIP: Decoding CLIP representations for deepfake localization Stefan Smeu Elisabeta Oneata Dan Oneaţă 65 4 0 12 Sep 2024
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation Jonathan Tonglet Marie-Francine Moens Iryna Gurevych 47 1 0 19 Aug 2024
Conditioned Prompt-Optimization for Continual Deepfake Detection Francesco Laiti Benedetta Liberatori Thomas De Min Elisa Ricci 40 3 0 31 Jul 2024
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection Bing Wang Shengsheng Wang C. Li Renchu Guan Ximing Li 18 2 0 27 Jul 2024
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification Shuhan Cui H. Nguyen Trung-Nghia Le Chun-Shien Lu Isao Echizen 23 0 0 26 Jul 2024
Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes Fred M. Grabovski Lior Yasur Guy Amit Yuval Elovici Yisroel Mirsky DiffM MedIm 23 1 0 21 Jul 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Y. Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang W. Liu Jie Hu EGVM 58 1 0 24 Jun 2024
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization Zijie Lou Gang Cao Kun Guo Haochen Zhu Lifang Yu 40 5 0 19 Jun 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization Xiaochen Ma Xuekang Zhu Lei Su Bo Du Zhuohang Jiang ... Zeyu Lei Xinyu Yang Chi-Man Pun Jiancheng Lv Jizhe Zhou VLM 24 9 0 15 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 40 3 0 06 Jun 2024
Trinity Detector:text-assisted and attention mechanisms based spectral fusion for diffusion generation image detection Jiawei Song Dengpan Ye Yunming Zhang DiffM 11 3 0 26 Apr 2024
Mixture of Low-rank Experts for Transferable AI-Generated Image Detection Zihan Liu Hanyi Wang Yaoyu Kang Shilin Wang MoE 36 12 0 07 Apr 2024
Deep Image Composition Meets Image Forgery Eren Tahir Mert Bal 18 2 0 03 Apr 2024
Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks Qiang Zhang Jiawei Liu Fanrui Zhang Xiaoling Zhu Zheng-Jun Zha 14 0 0 22 Mar 2024
Multimodal Large Language Models to Support Real-World Fact-Checking Jiahui Geng Yova Kementchedjhieva Preslav Nakov Iryna Gurevych LRM 30 11 0 06 Mar 2024
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability Yejun Yoon Seunghyun Yoon Kunwoo Park 21 0 0 17 Feb 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 58 16 0 29 Jan 2024
PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning Xuntao Liu Yuzhou Yang Qichao Ying Zhenxing Qian Xinpeng Zhang Sheng Li VLM 15 4 0 01 Jan 2024
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now Ayush Sarkar Hanlin Mai Amitabh Mahapatra Svetlana Lazebnik D. A. Forsyth Anand Bhattad GAN 27 34 0 28 Nov 2023
A New Benchmark and Model for Challenging Image Manipulation Detection Zhenfei Zhang Mingyang Li Ming-Ching Chang 22 9 0 23 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 29 7 0 15 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 34 21 0 08 Nov 2023
Deepfake detection by exploiting surface anomalies: the SurFake approach Andrea Ciamarra R. Caldelli Federico Becattini Lorenzo Seidenari A. Bimbo 36 13 0 31 Oct 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 27 53 0 23 Oct 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection Chenhao Lin Fangbin Yi Hang Wang Qian Li Jingyi Deng Chao Shen CVBM 27 3 0 07 Oct 2023
Pixel-Inconsistency Modeling for Image Manipulation Localization Chenqi Kong Anwei Luo Shiqi Wang Haoliang Li Anderson de Rezende Rocha Alex C. Kot AAML 32 14 0 30 Sep 2023
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning Jizhe Zhou Xiaochen Ma Xia Du Ahmed Y. Al Hammadi Wentao Feng VLM SSL 32 23 0 26 Sep 2023
Transferable Adversarial Attack on Image Tampering Localization Yuqi Wang Gang Cao Zijie Lou Haochen Zhu AAML 17 2 0 19 Sep 2023
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai Tianyu Luan David Doermann Junsong Yuan 19 15 0 03 Sep 2023
False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations Mohammad Majid Akhtar Rahat Masood Muhammad Ikram S. Kanhere 22 7 0 24 Aug 2023
Open Set Synthetic Image Source Attribution Shengbang Fang Tai D. Nguyen Matthew C. Stamm 24 8 0 22 Aug 2023
Rethinking Image Forgery Detection via Contrastive Learning and Unsupervised Clustering Haiwei Wu Yiming Chen Jiantao Zhou 19 10 0 18 Aug 2023
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 19 2 0 10 Aug 2023
IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer Xiaochen Ma Bo Du Zhuohang Jiang Ahmed Y. Al Hammadi Jizhe Zhou 16 7 0 27 Jul 2023
A Siamese-based Verification System for Open-set Architecture Attribution of Synthetic Images Lydia Abady Jun Wang B. Tondi Mauro Barni 25 0 0 19 Jul 2023
Knowledge-Enhanced Hierarchical Information Correlation Learning for Multi-Modal Rumor Detection Jiawei Liu Jingyi Xie Fanrui Zhang Qiang Zhang Zhengjun Zha 22 1 0 28 Jun 2023
Multimodal Automated Fact-Checking: A Survey Mubashara Akhtar M. Schlichtkrull Zhijiang Guo O. Cocarascu Elena Simperl Andreas Vlachos 34 32 0 22 May 2023
Interpretable Multimodal Misinformation Detection with Logic Reasoning Hui Liu Wenya Wang Haoliang Li 37 22 0 10 May 2023
Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools Brandon B. May K. Trapeznikov Shengbang Fang Matthew C. Stamm DiffM 20 4 0 09 May 2023
On the Effectiveness of Image Manipulation Detection in the Age of Social Media Rosaura G. VidalMata Priscila Saboia Daniel Moreira Grant Jensen J. Schlessman Walter J. Scheirer AAML 12 3 0 19 Apr 2023
Deep Image Matting: A Comprehensive Survey Jizhizi Li Jing Zhang Dacheng Tao VLM 33 14 0 10 Apr 2023
Grand Challenge On Detecting Cheapfakes Duc-Tien Dang-Nguyen Sohail Ahmed Khan Cise Midoglu Michael Riegler Paal Halvorsen Minh-Son Dao 12 5 0 03 Apr 2023
Explicit Visual Prompting for Low-Level Structure Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 11 116 0 20 Mar 2023