Digital Image Forensics

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7 papers in the last four weeks, level with the four weeks before. 0.1% of all new papers.

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  1. Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective

    Jun 29, 2026Cheng-Yi Lee, Yichi Zhang, Yuchen Yang +2Latent Diffusion ModelsDigital Image Forensics

    Academia Sinica, Taipei, Taiwan, ROC · The Pennsylvania State University, PA, US

  2. Trustworthy Image Authentication using Forensic Knowledge Graphs

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

    Drexel University, Philadelphia, PA 19104, USA

  3. Efficient Document Tampering Localization with Multi-Level Discrepancy Features and Unified DCT-Quantization Embedding

    Jun 21, 2026Mohamed Dhouib, Ye Zhu, Sonia Vanier +1Digital Image ForensicsFrequency-Domain Feature Learning

    LIX, École Polytechnique, IP Paris, France · DataLab Groupe, Crédit Agricole S.A., France

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

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

    State Key Laboratory of Internet of Things for Smart City, Department of Computer and Information Science, University of Macau · School of Information and Software Engineering, University of Electronic Science and Technology of China

  5. SARIF: Segment Anything for Robust Image Forensics

    Jun 19, 2026Dong-Hyun Moon, Ju-Hyeon Nam, Sang-Chul LeeDigital Image ForensicsDomain Generalization

    Department of Electrical and Computer Engineering, Inha University, 100 Inha-ro, Michuhol-gu, Incheon, 22212, Republic of Korea

  6. Revealing Artifacts via Noise Amplification: A Novel Perspective for AI-Generated Video Detection

    Jun 15, 2026Renxi Cheng, Jie Gui, Hongsong WangDigital Image ForensicsDeepfake Detection

    School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China · Purple Mountain Laboratories, Nanjing 210000, China · Engineering Research Center of Blockchain Application, Supervision And Management (Southeast University), Ministry of Education, China +2

  7. Deep Residual Injection for Full-Spectrum Forensic Signal Perception in Multimodal Large Language Models

    Jun 14, 2026Kaiqing Lin, Zhiyuan Yan, Ruoxin Chen +8Digital Image ForensicsMultimodal Large Language Models

    Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University · Tencent Youtu Lab · Peking University +1

  8. PENet+: A Lightweight Residual Transformer Framework for Efficient Image Steganalysis

    Jun 9, 2026Jincheol AN, Dongsu Kim, Haneol Jang +1Efficient Neural Network InferenceHybrid CNN-Transformer Architectures

    Department of Artificial Intelligence, Chung-Ang University, Seoul, Korea · Hanbat National University, Department of Computer Engineering, 125, Dongseo-daero, Yuseong-gu, Daejeon, 34158, Korea · 3SNUAILAB, Seoul, Korea

  9. Architecture-Adaptive Uncertainty Fusion for Deepfake Detection

    Jun 4, 2026Ritesh Sharma, Mohammad Ghasemigol, Yuichi MotaiUncertainty QuantificationDigital Image Forensics

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

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

    Southeast University · Xiaohongshu Inc · Xiaohongshu Inc. +1

  11. Order within Chaos: Capturing Intrinsic Energy Anomalies for AI-Manipulated Image Forgery Localization

    Jun 1, 2026Yiming Wang, Baiqi Wu, Qingming Li +3Image Forgery DetectionDigital Image Forensics

    Zhejiang University, Hangzhou, China.

  12. Authentication of Copy Detection Patterns via Cross-Camera Dual-Synthetic Referencing

    May 29, 2026Ivan Oleksiyuk, Roman Chaban, Slava VoloshynovskiyDomain AdaptationDigital Image Forensics

    Department of Computer Science, University of Geneva, Switzerland

  13. JECA^2: Judgment-Explanation Consistent Adversarial Attack against Forensic Vision-Language Models

    May 27, 2026Jiachen QianVLM RobustnessAdversarial Attacks on VLMs

    City University of Hong Kong

  14. ClueAegis: Heuristic-to-Reasoning Cognitive-skill Learning for Unified Evidence-based Synthetic Image Detection

    May 24, 2026Huangsen Cao, Hongkang Chu, Yuxi Li +6Digital Image ForensicsDigital Forensics

    Zhejiang University · University of the Chinese Academy of Sciences · WeChat Vision, Tencent Inc

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

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

    University of East London, London E16 2RD, UK

  16. Tackle CSM in JPEG Steganalysis with Data Adaptation

    May 19, 2026Rony Abecidan, Vincent Itier, Jérémie Boulanger +2Source-Free Domain AdaptationDigital Image Forensics

    CRIStAL · LABEL4.AI, Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL · IMT Nord Europe, CRIStAL +4

  17. 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

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China · Wuhan University, Wuhan, China · Xi’an Jiaotong University +2

  18. Watermarks Attack Watermarks: Re-Watermarking as a Generic Removal Strategy

    May 16, 2026Maria Bulychev, Neil G. Marchant, Benjamin I. P. RubinsteinWatermark RemovalDigital Image Forensics

    University of Melbourne

  19. Venus-DeFakerOne: Unified Fake Image Detection & Localization

    May 13, 2026GuangJian TeamImage Forgery DetectionDigital Image Forensics

    Ant Group

  20. 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

    1Brigham Young University · 2Rutgers University

  21. 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

    University of Science - VNU-HCM, Ho Chi Minh City, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam

  22. 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

  23. 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

  24. 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

  25. Stego Battlefield: Evaluating Image Steganography Attacks and Steganalysis Defenses

    May 7, 2026Zhen Sun, Zongmin Zhang, Leyi Sheng +7Digital Image Forensics

    1Wuhan University · 2The Hong Kong University of Science and Technology (Guangzhou) · 3Sun Yat-sen University

  26. Detecting Deepfakes via Hamiltonian Dynamics

    May 6, 2026Harry Cheng, Ming-Hui Liu, Tianyi Wang +3Digital Image ForensicsDeepfake Detection

    School of Computing, National University of Singapore, Singapore · School of Software, Shandong University, China · School of Information Science and Technology, Harbin Institute of Technology (Shenzhen), China +1

  27. 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

  28. Zero-Shot Interpretable Image Steganalysis for Invertible Image Hiding

    May 2, 2026Hao Wang, Yiming Yao, Yaguang Xie +2Digital Image Forensics

    Zhejiang Provincial Key Laboratory for Sensitive Data Security Protection and Confidentiality Management, Hangzhou Dianzi University, Hangzhou 310018, China · Arcvideo Technology, Hangzhou 310018, China

  29. 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

  30. GIFGuard: Proactive Forensics against Deepfakes in Facial GIFs via Spatiotemporal Watermarking

    Apr 29, 2026Shupeng Che, Zhiqing Guo, Changtao Miao +2Digital Image ForensicsDeepfake Detection

    School of Computer Science and Technology, Xinjiang University · Ant Group · College of Computer Science and Electronic Engineering, Hunan University