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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

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  1. Team MSU GenText-Forensics Challenge 2026 Technical Report

    Sep 29, 2026Kirill Koltsov, Aleksandr Gushchin, Dmitriy Vatolin +1ForgeriesMachine-Generated Text Detection

    Lomonosov Moscow State University Moscow, Russia · MSU Institute for Artificial Intelligence Moscow, Russia

  2. Forensic-Aware Continual Adaptation for Image Forgery Localization

    Sep 29, 2026Chenqi Kong, Song Xia, Anwei Luo +3Face Forgery DetectionForgeries

    School of Computing, National University of Singapore, Singapore. · ROSE Lab, School of EEE, Nanyang Technological University, Singapore. · School of Computing and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China. +1

  3. DBCF: Dual-Branch Complementary Fusion of Foundation Models for Generalized Deepfake Detection

    Sep 28, 2026Fengming Gu, Mingjie He, Zonghui Guo +2Face Forgery DetectionForgeries

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China · State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China · University of Chinese Academy of Sciences, Beijing, 100049, China +1

  4. Harnessing CLIP and DINO: An Uncertainty-Aware Cascaded Fusion Network for Generalizable Deepfake Image Detection

    Sep 7, 2026Xuechao Zou, Yi Zhou, Kai Li +4Deepfake DetectionForgeries

    Beijing Jiaotong University · Tsinghua University · Ant Group

  5. Learning Unified Video and Image Representation for Video Face Forgery Detection

    Aug 13, 2026Haotian Liu, Yang Liu, Guoying Zhao +1Face Forgery DetectionAi-Generated Video Detection

  6. Structured Local Differential Modeling for AI-Generated Image Detection

    Aug 13, 2026Jiazhen Yang, Ruijin Jin, Junjun Zheng +3Ai-Generated Image DetectionForgeries

    Zhejiang University · Taobao & Tmall Group of Alibaba · Zhejiang University of Technology

  7. VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics

    Aug 11, 2026Bowei Liu, Zheng Lu, Yuhan Bian +8Ai-Generated Video DetectionForgeries

    Tsinghua University · Peking University · Renmin University of China +1

  8. Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

    Aug 7, 2026Xuechao Zou, Shun Zhang, Kai Li +6Deepfake DetectionAi-Generated Video Detection

    Beijing Jiaotong University · Tsinghua University · Ant Group

  9. V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors

    Aug 4, 2026Shichao Kan, Chengpeng Hong, Jingtong Dou +8Face Forgery DetectionAi-Generated Video Detection

    Central South University · The University of Sydney · NExT++ Research Centre, National University of Singapore

  10. Open-Set Visual Text Forensics via Sparse-Constraint Rectified Flow

    Aug 3, 2026Jiangling Zhang, Shuxuan Gao, Zeyu Chen +2Face Forgery DetectionForgeries

    VCIP & TMCC & DISSec College of Computer Science Nankai University Tianjin, China · School of Computer Science and Artificial Intelligence Wuhan University of Technology Wuhan, China · VCIP & TMCC & DISSec College of Computer Science & College of Cryptology and Cyber Science Nankai University Tianjin, China

  11. FairForensics: Seeing Expressions and Parsing Demographics via Vision-Language Modeling for Generalizable Fair Deepfake Detection

    Aug 3, 2026Yaning Zhang, Jiao Wu, Zan Gao +1Deepfake DetectionFace Forgery Detection

    Computer Vision Institute, School of Artificial Intelligence, Shenzhen University, Shenzhen, 518060, China · Shandong Artificial Intelligence Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, 250014, China · Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, 300384, China +2

  12. Progressive Decision-Making for Localizing Open-Ended AI-Generated Image Forgeries

    Jul 31, 2026Jingyi Hou, Xiaoxia Chen, Leyu Zhou +2ForgeriesLocalization

    School of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China · Institute of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China · Key Laboratory of Intelligent Bionic Unmanned Systems, Ministry of Education, University of Science and Technology Beijing, Beijing 100083, China

  13. InkShield: Writing Style Protection Against Unauthorized Handwriting Mimicry

    Jul 29, 2026Jian Xiong, Wenbo Jiang, Zihan Wang +4HandwritingForgeries

    University of Electronic Science and Technology of China

  14. InfoDense: Density-Aware Regional Decisive Replay for Memory-Efficient Incremental Face Forgery Detection

    Jul 18, 2026Jikang Cheng, Hao Shen, Xueyi Zhang +4Face Forgery DetectionForgeries

    2Peking University · 1Huazhong Agricultural University · 3National University of Singapore +2

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

    Jul 9, 2026Ning Jiang, Shijie Yu, Dingheng Zeng +4Face Forgery DetectionForgeries

    School of Software & Microelectronics, Peking University, Beijing, China · Mashang Consumer Finance Co., Ltd., Chongqing, China

  16. G2VD: Generalizable AI-Generated Video Detection via Counterfactual Intervention and Causal Disentanglement

    Jul 6, 2026Meng Du, Hongchang Chen, Ran Li +3Ai-Generated Video DetectionForgeries

    Information Engineering University, Zhengzhou 450003, China

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

    Jul 1, 2026Gourab Das, Pavan Kumar C, Raghavendra RamachandraForgeriesRealistic Threat Model

    Indian Institute of Information Technology Dharwad (IIIT Dharwad), India · SAFE Center, Norwegian University of Science and Technology (NTNU), Gjøvik, Norway

  18. SARIF: Segment Anything for Robust Image Forensics

    Jun 19, 2026Dong-Hyun Moon, Ju-Hyeon Nam, Sang-Chul LeeFace Forgery DetectionMultimedia Forensics

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

  19. A Prototypical Signature Approach for Writer-Independent Offline Signature Verification

    Jun 16, 2026Kecia G. de Moura, Robert Sabourin, Rafael M. O. CruzOnline Signature VerificationDistributional Signatures

    École de technologie supérieure – Université du Québec Montreal, Québec, Canada

  20. From Self-Supervised Speech Models to Mixture-of-Experts for Robust Anti-Spoofing

    Jun 12, 2026Hugo Daumain, Driss Matrouf, Khaled Khelif +1SpoofingSelf-Supervised Speech Models

    LIA, Université d’Avignon, France · Airbus Defence & Space, France

  21. Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection

    Jun 1, 2026Yihui Wang, Yonghui Yang, Jilong Liu +3Deepfake DetectionForgeries

    Hefei University of Technology China · National University of Singapore Singapore

  22. TextFake: Benchmarking AI-Generated Image Detection on Text-Rich Images

    May 31, 2026Yuning Zhang, Changtao Miao, Mingyu Liao +5Ai-Generated Image DetectionForgeries

    School of Cyber Science and Technology, University of Science and Technology of China · Anhui Province Key Laboratory of Digital Security · Individual Researcher

  23. FakeVLM-R1: Internalizing Physical Laws via CoT for Synthetic Image Detection

    May 28, 2026Leqi Zhu, Junyan Ye, Kaiqing Lin +3Synthetic Image DetectionForgeries

    Shanghai AI Lab · Nanjing University · Sun Yat-Sen University +3

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

    May 26, 2026Senyuan Shi, Hao Tan, Zichang Tan +4Synthetic Image DetectionForgeries

    Beijing University of Posts and Telecommunications · School of Advanced Interdisciplinary Sciences (SAIS), University of Chinese Academy of Sciences · MAIS, Institute of Automation, Chinese Academy of Sciences +2

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

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

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

  26. Exploring Vision-Language Models for Online Signature Verification: A Zero-Shot Capability Study

    May 14, 2026Marta Robledo-Moreno, Ruben Vera-Rodriguez, Ruben Tolosana +1Online Signature VerificationRecent Vision-Language Models

    BiometricsAI, School of Engineering, Universidad Autonoma de Madrid, Spain

  27. Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection

    May 14, 2026Yiheng Li, Yang Yang, Zichang Tan +3Ai-Generated Image DetectionForgeries

    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. +4

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

    May 13, 2026GuangJian TeamFace Forgery DetectionForgeries

    Ant Group

  29. Decoupling Semantics and Fingerprints: A Universal Representation for AI-Generated Image Detection

    May 8, 2026Zhiyuan Wang, Yanxiang Chen, Pengcheng Zhao +2Ai-Generated Image DetectionForgeries

    Hefei University of Technology · Key Laboratory of Knowledge Engineering with Big Data · Key Laboratory of Knowledge Engineering with Big Data (Hefei University of Technology), Ministry of Education; School of Computer Science and Information Engineering, Hefei University of Technology; and Intelligent Interconnected Systems Laboratory of Anhui Province (Hefei University of Technology) +3

  30. CSGuard: Toward Forgery-Resistant Watermarking in Diffusion Models via Compressed Sensing Constraint

    May 2, 2026Jiewei Lai, Lan Zhang, Chen Tang +4WatermarkingForgeries

    University of Science and Technology of China · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center · Lenovo Research

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

    Apr 30, 2026Bo Zhang, Tzu-Yen Ma, Zichen Tang +18Multimedia ForensicsDigital Forensics

    Beijing University of Posts and Telecommunications

  32. Whether, Which, and Whose: Solving the Triple Challenge of Deepfake Proactive Forensics in Multi-Face Scenarios

    Apr 29, 2026Lei Zhang, Zhiqing Guo, Dan Ma +2Deepfake DetectionDigital Forensics

    School of Computer Science and Technology, Xinjiang University, Urumqi, 830017, China · Xinjiang Multimodal Intelligent Processing and Information Security Engineering Technology Research Center, Urumqi, 830017, China · College of Computer Science and Electronic Engineering, Hunan University, Changsha, 410082, China

  33. Unveiling Deepfakes: A Frequency-Aware Triple Branch Network for Deepfake Detection

    Apr 19, 2026Qihao Shen, Jiaxing Xuan, Zhenguang Liu +5Deepfake DetectionForgeries

    State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China · State Grid Blockchain Technology (Beijing) Co., Ltd., Beijing, China · Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security +3

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

    Apr 19, 2026H. M. Shadman Tabib, Tasriad Ahmed Tias, Nafis TahmidForgeriesInterleaved Graph Attention

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

  35. Adaptive Forensic Feature Refinement via Intrinsic Importance Perception

    Apr 18, 2026Jiazhen Yang, Junjun Zheng, Kejia Chen +5Synthetic Image DetectionForgeries

    Zhejiang University · Hangzhou, China · Alibaba Inc +1

  36. Prompt Injection as Role Confusion

    Feb 22, 2026Charles Ye, Jasmine Cui, Dylan Hadfield-MenellAttacker Large Language ModelPrompt Engineering

    *Equal contribution 1Independent · 2Massachusetts Institute of Technology, Cambridge, MA, United States

  37. MARE: Multimodal Alignment and Reinforcement for Explainable Deepfake Detection via Vision-Language Models

    Jan 28, 2026Wenbo Xu, Wei Lu, Xiangyang LuoDeepfake DetectionForgeries

    School of Computer Science and Engineering, Sun Yat-sen University Guangzhou, Guangdong, China · State Key Laboratory of Mathematical Engineering and Advanced Computing Zhengzhou, Henan, China

  38. Multimodal rumor detection enhanced by external evidence and forgery features

    Jan 21, 2026Han Li, Hua SunMultimodal FusionForgeries

    Information Engineering School of Dalian Ocean University,Dalian Liaoning, China

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

    Apr 9, 2024Zhida Zhang, Wenkui Yang, Xinlei Ma +2Face Forgery DetectionForgeries

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