Image Forgery Detection

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  1. Simple Domain Generalization for Strong Pixel-Level Image Tampering Detection in Modern VLMs

    Jul 20, 2026Yi Tang, Xinyi Shang, Jiacheng Cui +12Vision-Language ModelsImage Forgery Detection

  2. The Third Competition on Document Forgery Detection on ID-Cards and Passports

    Jul 17, 2026Juan E. Tapia, Mario Nieto, Juan M. Espin +4Image Forgery DetectionDigital Forensics

  3. Video Transformer for Remote Identity Document Hologram Detection

    Jul 13, 2026Joris Voerman, Nicolas Sidere, Jean-Christophe BurieImage Forgery DetectionDigital Image Forensics

  4. Unified Face Attack Detection via Fine-Grained Semantic Guidance

    Jul 9, 2026Ning Jiang, Shijie Yu, Dingheng Zeng +4Image Forgery DetectionFace Presentation Attack Detection

  5. Verification of Dynamic Holographic Behavior in Identity Documents

    Jul 7, 2026Glen Pouliquen, Joseph Chazalon, Guillaume Chiron +2Image Forgery DetectionDigital Image Forensics

  6. Generalized Synthetic Image Detection with Enhanced RGB-Noise Representation Learning

    Jul 7, 2026Zhen Li, Gang Cao, Tian Zhang +2Contrastive LearningImage Forgery Detection

  7. SGF-CDNet: A Consistency-Discrepancy Graph Network over Semantic-Geometric Fused Nodes for Face Forgery Detection

    Jul 4, 2026Jiayao Jiang, Bin Liu, Nenghai YuGraph Neural NetworksImage Forgery Detection

  8. XPlainVerse: A Million-Scale Benchmark for Explainable Deepfake Detection

    Jul 3, 2026Abhijeet Narang, Kartik Kuckreja, Shreya Ghosh +3Image Forgery DetectionExplainable Deepfake Detection

  9. From Forgeries to Foundation Models: A Systematic Survey of Identity Document Attack and Detection

    Jul 1, 2026Gourab Das, Pavan Kumar C, Raghavendra RamachandraImage Forgery DetectionDigital Image Forensics

  10. Minimalist Preprocessing Approach for Image Synthesis Detection

    Jun 24, 2026Hoai-Danh Vo, Trung-Nghia LeImage Forgery DetectionAI-Generated Image Detection

  11. Trustworthy Image Authentication using Forensic Knowledge Graphs

    Jun 22, 2026Tai D. Nguyen, Matthew C. StammImage Forgery DetectionDigital Image Forensics

  12. SEED: Simple ViT and Evolving Harness for Explainable Text Forgery Detection

    Jun 19, 2026Kahim Wong, Kemou Li, Yiming Chen +2Image Forgery DetectionDigital Image Forensics

  13. Impostor: An Agent-Curated Benchmark for Realistic AIGC Manipulation Localization

    Jun 3, 2026Zhenliang Li, Yutao Hu, Qixiong Wang +5Image Forgery DetectionDigital Image Forensics

  14. DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform

    May 28, 2026Naisha MinnahAudio Deepfake DetectionImage Forgery Detection

  15. HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection

    May 26, 2026Senyuan Shi, Hao Tan, Zichang Tan +4Image Forgery DetectionVLM Adaptation

  16. Comparative Evaluation of Deep Learning Models for Fake Image Detection

    May 20, 2026Akhitha Pakala, Mohammed Mahir Rahman, Shahzad Memon +1Image Forgery DetectionDigital Image Forensics

  17. Multi-axis Analysis of Image Manipulation Localization

    May 19, 2026Keanu Nichols, Divya Appapogu, Giscard Biamby +3Image Forgery DetectionDomain Generalization

  18. DocQT: Improving Document Forgery Localization Robustness via Diverse JPEG Quantization Tables

    May 19, 2026Kylian Ronfleux-Corail, Guillaume Bernard, Mickaël Coustaty +1Image Corruption RobustnessImage Forgery Detection

  19. OmniVL-Guard Pro: A Tool-Augmented Agent for Omnibus Vision-Language Forensics

    May 16, 2026Jinjie Shen, Zheng Huang, Yuchen Zhang +7Tool Use in VLMsImage Forgery Detection

  20. ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation

    May 15, 2026Qing Huang, Zhipei Xu, Xuanyu Zhang +2Image Forgery DetectionAI-Generated Image Detection

  21. FRAME: Forensic Routing and Adaptive Multi-path Evidence Fusion for Image Manipulation Detection

    May 12, 2026Kaixiang Zhao, Tianrun Yu, Aoxu Zhang +3Image Forgery DetectionDigital Image Forensics

  22. EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization

    May 12, 2026Minh-Khoa Le-Phan, Minh-Hoang Le, Minh-Triet Tran +1Image Forgery DetectionDigital Image Forensics

  23. The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection

    May 11, 2026Andrii Yermakov, Jan Cech, Mario Fritz +1Image Forgery DetectionDeepfake Detection

  24. MFVLR: Multi-domain Fine-grained Vision-Language Reconstruction for Generalizable Diffusion Face Forgery Detection and Localization

    May 11, 2026Yaning Zhang, Tianyi Wang, Zan Gao +3Vision-Language ModelsImage Forgery Detection

  25. Only Train Once: Uncertainty-Aware One-Class Learning for Face Authenticity Detection

    May 11, 2026Qingchao Jiang, Zhenxuan Hou, Zhiying Zhu +3Image Forgery DetectionDeepfake Detection