TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization

21 December 2022

Papers citing "TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization"

49 / 49 papers shown

Title
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization Bo Du Xuekang Zhu Xiaochen Ma Chenfan Qu Kaiwen Feng Zhe Yang Chi-Man Pun Jian Liu Jizhe Zhou 17 0 0 16 May 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jiayi Ji YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 39 0 0 16 Apr 2025
Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection Ziyin Zhou Ke Sun Zhongxi Chen Xianming Lin Yunpeng Luo Ke Yan Shouhong Ding Xiaoshuai Sun 36 0 0 01 Apr 2025
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning Y. Gao Dongliang Chang Bingyao Yu Haotian Qin Lei Chen Kongming Liang Zhanyu Ma 49 0 0 27 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
LEGION: Learning to Ground and Explain for Synthetic Image Detection Hengrui Kang Siwei Wen Zichen Wen Junyan Ye Weijia Li ... Baichuan Zhou Bin Wang Dahua Lin Linfeng Zhang Conghui He 49 0 0 19 Mar 2025
Revealing the Implicit Noise-based Imprint of Generative Models Xinghan Li Jingjing Chen Yue Yu Xue Song Haijun Shan Yu Jiang 63 0 0 12 Mar 2025
Chameleon: On the Scene Diversity and Domain Variety of AI-Generated Videos Detection Meiyu Zeng Xingming Liao C. L. Philip Chen Nankai Lin Zhuowei Wang Chong Chen Aimin Yang 58 1 0 09 Mar 2025
Towards General Visual-Linguistic Face Forgery Detection(V2) Ke Sun Shen Chen Taiping Yao Ziyin Zhou Jiayi Ji Xiaoshuai Sun Chia-Wen Lin Rongrong Ji 67 2 0 28 Feb 2025
HRR: Hierarchical Retrospection Refinement for Generated Image Detection Peipei Yuan Zijing Xie Shuo Ye Hong Chen Yulong Wang DiffM 154 1 0 25 Feb 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 102 1 0 17 Feb 2025
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 87 1 0 13 Dec 2024
OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking X. Zhang Zecheng Tang Zhipei Xu Runyi Li Youmin Xu Bin Chen Feng Gao Jian Zhang WIGM 93 4 0 02 Dec 2024
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection Zhihao Sun Haoran Jiang Haoran Chen Yixin Cao Xipeng Qiu Zuxuan Wu Yu-Gang Jiang 75 1 0 29 Nov 2024
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang Yuan Li Huiyu Zhou Jiaran Zhou Junyu Dong 42 1 0 29 Oct 2024
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization Jiawei Li Fanrui Zhang Jiaying Zhu Esther Sun Qiang Zhang Zheng-jun Zha MLLM 55 9 0 14 Oct 2024
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 29 2 0 05 Oct 2024
Enhanced Wavelet Scattering Network for image inpainting detection Barglazan Adrian-Alin Brad Remus 29 0 0 25 Sep 2024
DeCLIP: Decoding CLIP representations for deepfake localization Stefan Smeu Elisabeta Oneata Dan Oneaţă 65 4 0 12 Sep 2024
Dual JPEG Compatibility: a Reliable and Explainable Tool for Image Forensics Etienne Levecque Jan Butora Patrick Bas 28 1 0 30 Aug 2024
Localization of Synthetic Manipulations in Western Blot Images Anmol Manjunath Viola Negroni S. Mandelli Daniel Moreira Paolo Bestagini 30 0 0 25 Aug 2024
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images Dimitrios Karageorgiou Quentin Bammey Valentin Porcellini Bertrand Goupil Denis Teyssou Symeon Papadopoulos 62 2 0 21 Aug 2024
Wavelet based inpainting detection Barglazan Adrian-Alin Brad Remus Ovidiu 27 0 0 12 Aug 2024
Synthetic Photography Detection: A Visual Guidance for Identifying Synthetic Images Created by AI Melanie Mathys Marco Willi Raphael Meier 38 3 0 12 Aug 2024
Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization Changtao Miao Qi Chu Tao Gong Zhentao Tan Zhenchao Jin Wanyi Zhuang Man Luo Honggang Hu Nenghai Yu CVBM 54 1 0 05 Aug 2024
Dense Feature Interaction Network for Image Inpainting Localization Ye Yao Tingfeng Han Shan Jia Siwei Lyu 33 1 0 05 Aug 2024
TGIF: Text-Guided Inpainting Forgery Dataset Hannes Mareen Dimitrios Karageorgiou Glenn Van Wallendael Peter Lambert Symeon Papadopoulos DiffM 48 4 0 16 Jul 2024
Hiding Local Manipulations on SAR Images: a Counter-Forensic Attack S. Mandelli E. D. Cannas Paolo Bestagini Stefano Tebaldini Stefano Tubaro 29 1 0 09 Jul 2024
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask Xinyu Yang Xiaochen Ma Xuekang Zhu Bo Du Lei Su Bingkui Tong Zeyu Lei Jizhe Zhou 32 0 0 04 Jul 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuhang Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wei Liu Jie Hu EGVM 61 1 0 24 Jun 2024
Trusted Video Inpainting Localization via Deep Attentive Noise Learning Zijie Lou Gang Cao Man Lin AAML 55 3 0 19 Jun 2024
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization Zijie Lou Gang Cao Kun Guo Haochen Zhu Lifang Yu 48 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 26 10 0 15 Jun 2024
DA-HFNet: Progressive Fine-Grained Forgery Image Detection and Localization Based on Dual Attention Yang Liu Xiaofei Li Jun Zhang Shengze Hu Jun Lei 86 4 0 03 Jun 2024
Deep Image Composition Meets Image Forgery Eren Tahir Mert Bal 24 2 0 03 Apr 2024
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis Dimitrios Karageorgiou Giorgos Kordopatis-Zilos Symeon Papadopoulos ViT 28 5 0 18 Mar 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 57 0 22 Jan 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Zhang WIGM 39 45 0 12 Dec 2023
Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization Konstantinos Triaridis Vasileios Mezaris 27 4 0 04 Dec 2023
Diffusion models meet image counter-forensics Matías Tailanián Marina Gardella Álvaro Pardo Pablo Musé WIGM 21 4 0 22 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 37 7 0 15 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 39 21 0 08 Nov 2023
Evading Detection Actively: Toward Anti-Forensics against Forgery Localization Long Zhuo Shenghai Luo Shunquan Tan Han Chen Bin Li Jiwu Huang AAML 32 0 0 16 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 34 15 0 30 Sep 2023
Transferable Adversarial Attack on Image Tampering Localization Yuqi Wang Gang Cao Zijie Lou Haochen Zhu AAML 22 2 0 19 Sep 2023
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations Giada Zingarini D. Cozzolino Riccardo Corvi Giovanni Poggi L. Verdoliva DiffM MedIm 19 7 0 14 Sep 2023
Towards generalisable and calibrated synthetic speech detection with self-supervised representations Octavian Pascu Adriana Stan Dan Oneaţă Elisabeta Oneata H. Cucu SSL 33 5 0 11 Sep 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
Toward Reliable Models for Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks Anatol Maier Benedikt Lorch Christian Riess AAML 38 17 0 28 Jul 2020