Image Forgery Detection

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11 papers in the last four weeks, up 57% on the four weeks before. 0.1% of all new papers.

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  1. PGID: Progressive Guided Inversion and Denoising for Robust Watermark Detection

    May 10, 2026Minh Quoc Duong, Chun Tong Lei, Chun Pong LauDiffusion Model InversionDiffusion Model Watermarking

    City University of Hong Kong

  2. Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts

    May 10, 2026Boxuan Zhang, Jianing Zhu, Qifan Wang +2Two-Sample TestingImage Forgery Detection

    Rutgers University · The University of Texas at Austin · Meta AI +1

  3. Field-Localized Forgery Detection for Digital Identity Documents

    May 9, 2026Abhishek Kumar, Riya Tapwal, Carsten Maple +1Image Forgery DetectionDigital Image Forensics

    The Alan Turing Institute, UK · IIT Mandi, India

  4. FraudBench: A Multimodal Benchmark for Detecting AI-Generated Fraudulent Refund Evidence

    May 9, 2026Xinyu Yan, Boyang Chen, Jiaming Zhang +12Image Forgery DetectionDigital Image Forensics

    College of Computing and Data Science, Nanyang Technological University · Alibaba-NTU Global e-Sustainability CorpLab (ANGEL) · Alibaba Group

  5. EditSleuth: A Dataset of Grounded Reasoning Chains for Image-Edit Forensics

    May 9, 2026Van-Loc Nguyen, AprilPyone MaungMaung, Minh-Triet Tran +1Image Forgery DetectionDigital Image Forensics

    University of Science, Vietnam National University Ho Chi Minh City · National Institute of Informatics

  6. LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection

    May 6, 2026Yutong Xiao, Ran Ran, Jiwei Wei +4Image Forgery DetectionAI-Generated Image Detection

    University of Electronic Science and Technology of China Chengdu, China · Harbin Institute of Technology, Shenzhen Shenzhen, China

  7. Digital Image Forgery Detection Using Transfer Learning

    May 4, 2026Fatma Betul Buyuk, Gozde Karatas Baydogmus, Ali Buldu +2Image Forgery DetectionDigital Image Forensics

    Marmara University, Department of Computer Engineering, Istanbul, TURKEY · Loyola University Chicago, Department of Computer Science, Chicago, USA · Biruni University, Department of Computer Engineering, Istanbul, TURKEY

  8. AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images

    Apr 30, 2026Bo Zhang, Tzu-Yen Ma, Zichen Tang +18Image Forgery DetectionDigital Image Forensics

    Beijing University of Posts and Telecommunications

  9. HiMix: Hierarchical Artifact-aware Mixup for Generalized Synthetic Image Detection

    Apr 30, 2026Shuchang Zhou, Kaiwen Shen, Jiwei Wei +3Synthetic Data AugmentationImage Forgery Detection

    University of Electronic Science and Technology of China · Hainan University

  10. When the Forger Is the Judge: GPT-Image-2 Cannot Recognize Its Own Faked Documents

    Apr 28, 2026Jiaqi Wu, Yuchen Zhou, Dennis Tsang Ng +5Image Editing EvaluationImage Forgery Detection

    arXiv:2604.25213v1

  11. DeepSignature: Digitally Signed, Content-Encoding Watermarks for Robust and Transparent Image Authentication

    Apr 24, 2026Mathias Graf, Marco Willi, Melanie Mathys +4Image Forgery DetectionDigital Image Forensics

    Institute for Data Science, FHNW · Institute for Data Science, FHNW & ETH Zürich

  12. Rethinking Cross-Domain Evaluation for Face Forgery Detection with Semantic Fine-grained Alignment and Mixture-of-Experts

    Apr 23, 2026Yuhan Luo, Tao Chen, Decheng LiuImage Forgery DetectionMixture of Experts

    School of Cyber Engineering, Xidian University, Xi’an 710071, Shaanxi, P. R. China

  13. On the Impact of Face Segmentation-Based Background Removal on Recognition and Morphing Attack Detection

    Apr 22, 2026Eduarda Caldeira, Guray Ozgur, Fadi Boutros +1Biometric IdentificationImage Forgery Detection

    Fraunhofer Institute for Computer Graphics Research IGD, Germany · Department of Computer Science, TU Darmstadt, Germany

  14. DifFoundMAD: Foundation Models meet Differential Morphing Attack Detection

    Apr 20, 2026Lazaro J. Gonzalez-Soler, André Dörsch, Christian Rathgeb +1Image Forgery Detection

    da/sec - Biometrics and Security Research Group Darmstadt, Germany

  15. R-FLoRA: Residual-Statistic-Gated Low-Rank Adaptation for Single-Image Face Morphing Attack Detection

    Apr 19, 2026Raghavendra RamachandraImage Forgery DetectionVision Foundation Model Adaptation

    SAFE Center, Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Norway

  16. Generalizable Face Forgery Detection via Separable Prompt Learning

    Apr 19, 2026Enrui Yang, Yuezun LiPrompt LearningImage Forgery Detection

    School of Computer Science and Technology, Ocean University of China, Qingdao, China

  17. Spectral Forensics of Diffusion Attention Graphs for Copy-Move Forgery Detection

    Apr 19, 2026H. M. Shadman Tabib, Tasriad Ahmed Tias, Nafis TahmidImage Forgery DetectionDigital Image Forensics

    Department of Computer Science and Engineering Bangladesh University of Engineering and Technology (BUET) Dhaka, Bangladesh

  18. Adaptive Forensic Feature Refinement via Intrinsic Importance Perception

    Apr 18, 2026Jiazhen Yang, Junjun Zheng, Kejia Chen +5Image Forgery DetectionVision Foundation Model Adaptation

    Zhejiang University · Hangzhou, China · Alibaba Inc +1

  19. AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection

    Apr 17, 2026Hao Wang, Beichen Zhang, Yanpei Gong +5Class-Incremental LearningImage Forgery Detection

    School of Computer Science and Technology, Harbin Institute of Technology, Weihai

  20. DINOv3 Beats Specialized Detectors: A Simple Foundation Model Baseline for Image Forensics

    Apr 17, 2026Jieming Yu, Qiuxiao Feng, Zhuohan Wang +1Image Forgery DetectionDigital Image Forensics

    The Hong Kong University of Science and Technology · Harvard University

  21. Layout-Aware Representation Learning for Open-Set ID Fraud Discovery

    Apr 17, 2026Jinxing Li, Nicholas Ren, Cathy Chang +2Image Forgery DetectionVisual Representation Learning

    Persona Identities

  22. Find the Differences: Differential Morphing Attack Detection vs Face Recognition

    Apr 16, 2026Una M. Kelly, Luuk J. Spreeuwers, Raymond N. J. VeldhuisImage Forgery DetectionFace Recognition

    Data Management and Biometrics, University of Twente, Enschede, the Netherlands · Machine Learning and Data Engineering, University of Münster, Münster, Germany · Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway

  23. The Courtroom Trial of Pixels: Robust Image Manipulation Localization via Adversarial Evidence and Reinforcement Learning Judgment

    Apr 16, 2026Songlin Li, Zhiqing Guo, Dan Ma +2Image Forgery DetectionDigital Image Forensics

    School of Computer Science and Technology, Xinjiang University, Urumqi 830046, China

  24. CTForensics: A Comprehensive Dataset and Method for AI-Generated CT Image Detection

    Mar 2, 2026Yiheng Li, Zichang Tan, Guoqing Xu +3Image Forgery DetectionAI-Generated Image Detection

    School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China · MAIS, Institute of Automation, Chinese Academy of Sciences, Beijing, China · Sangfor Technologies Inc., Shenzhen, China +1

  25. A Novel Unified Approach to Deepfake Detection

    Jan 6, 2026Lord Sen, Shyamapada MukherjeeImage Forgery DetectionDeepfake Detection

    Computer Science and Engineering NIT Rourkela Rourkela, Odisha

  26. Scaling Laws for Deepfake Detection

    Oct 18, 2025Wenhao Wang, Jusheng Zhang, Longqi Cai +3Image Forgery DetectionDeepfake Detection

    University of Technology Sydney · Google DeepMind

  27. UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization

    Oct 3, 2025Qing Huang, Zhipei Xu, Xuanyu Zhang +2Image Forgery DetectionAdaptive Model Routing

    School of Future Technology, South China University of Technology · School of Electronic and Computer Engineering, Peking University · School of Electronic and Information Engineering, South China University of Technology +1

  28. Copy-Move Forgery Detection and Question Answering for Remote Sensing Image

    Dec 3, 2024Ze Zhang, Enyuan Zhao, Di Niu +3Remote Sensing Image UnderstandingImage Forgery Detection

    Faculty of Information Science and Engineering, Ocean University of China, Qingdao, 266100, China

  29. Band-Attention Modulation Network for Robust Face Forgery Detection

    Apr 9, 2024Zhida Zhang, Wenkui Yang, Xinlei Ma +2Image Corruption RobustnessImage Forgery Detection

    University of Chinese Academy of Sciences, Beijing, China · MAIS & CRIPAC, Institute of Automation, Chinese Academy of Sciences, Beijing, China