Deepfake Detection

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Period ending 2026-09-21

11 new papers

A weekly snapshot of new work published in Deepfake Detection.

Period ending 2026-09-14

11 new papers

A weekly snapshot of new work published in Deepfake Detection.

Period ending 2026-09-07

12 new papers

A weekly snapshot of new work published in Deepfake Detection.

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369 papers

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  1. TAP into the Patch Tokens: Leveraging Vision Foundation Model Features for AI-Generated Image Detection

    Apr 29, 2026Ahmed Abdullah, Nikolas Ebert, Oliver WasenmüllerAi-Generated Image DetectionMultimedia Forensics

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

    Apr 29, 2026Shupeng Che, Zhiqing Guo, Changtao Miao +2Deepfake DetectionDigital Forensics

  3. Diffusion Reconstruction towards Generalizable Audio Deepfake Detection

    Apr 29, 2026Bo Cheng, Songjun Cao, Xiaoming Zhang +3Audio Deepfake DetectionHard

  4. Attribution-Guided Multimodal Deepfake Detection via Cross-Modal Forensic Fingerprints

    Apr 29, 2026Wasim Ahmad, Wei Zhang, Xuerui MaoExplainable Deepfake DetectionDeepfake Detection

  5. 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

  6. Similarity Choice and Negative Scaling in Supervised Contrastive Learning for Deepfake Audio Detection

    Apr 28, 2026Jaskirat Sudan, Hashim Ali, Surya Subramani +1Audio Deepfake DetectionWav2Vec

  7. Robust Deepfake Detection: Mitigating Spatial Attention Drift via Calibrated Complementary Ensembles

    Apr 28, 2026Minh-Khoa Le-Phan, Minh-Hoang Le, Trong-Le Do +1Explainable Deepfake DetectionDetection Framework

  8. The Forensic Cost of Watermark Removal: From Dedicated Attacks to Image Editing

    Apr 28, 2026Gautier Evennou, Ewa KijakWatermarkingWatermarks

  9. Value-Sensitive AI for Prayer: Balancing the Agencies Between Human and AI Agents in Spiritual Context

    Apr 28, 2026Soonho Kwon, Dong Whi Yoo, Shaowen Bardzell +1Human-Ai InteractionArtificial Intelligence Agents

  10. DYMAPIA: A Multi-Domain Framework for Detecting AI-based Video Manipulation

    Apr 27, 2026Md Shohel Rana, Andrew H. SungExplainable Deepfake DetectionVideo Anomaly Understanding

  11. Robust Deepfake Detection, NTIRE 2026 Challenge: Report

    Apr 27, 2026Benedikt Hopf, Radu Timofte, Chenfan Qu +54Explainable Deepfake DetectionDeepfake Detection

  12. Towards High Fidelity Face Swapping: A Comprehensive Survey and New Benchmark

    Apr 27, 2026Qi Li, Weining Wang, Shuangjun Du +5Deepfake DetectionGenerative Adversarial Network

  13. LAVA: Layered Audio-Visual Anti-tampering Watermarking for Robust Deepfake Detection and Localization

    Apr 27, 2026Bokang Zeng, Zheng Gao, Xiaoyu Li +2Explainable Deepfake DetectionWatermarks

  14. RTCFake: Speech Deepfake Detection in Real-Time Communication

    Apr 26, 2026Jun Xue, Zhuolin Yi, Yihuan Huang +6Audio Deepfake DetectionSpeech Enhancement

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

    Apr 24, 2026Mathias Graf, Marco Willi, Melanie Mathys +4Face Forgery DetectionWatermarks

  16. Seeing Fast and Slow: Learning the Flow of Time in Videos

    Apr 23, 2026Yen-Siang Wu, Rundong Luo, Jingsen Zhu +6Video DatasetVideos

  17. Addressing Image Authenticity When Cameras Use Generative AI

    Apr 23, 2026Umar Masud, Abhijith Punnappurath, Luxi Zhao +2Ai-Generated Image DetectionAuthenticity

  18. TraceScope: Interactive URL Triage via Decoupled Checklist Adjudication

    Apr 23, 2026Haolin Zhang, William Reber, Yuxuan Zhang +2PhishingBrowser Agent

  19. Interpretable facial dynamics as behavioral and perceptual traces of deepfakes

    Apr 23, 2026Timothy Joseph Murphy, Jennifer Cook, Hélio Clemente José CuveExplainable Deepfake DetectionDeepfake Detection

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

    Apr 23, 2026Yuhan Luo, Tao Chen, Decheng LiuFace Forgery DetectionCross-Dataset Benchmark

  21. ID-Eraser: Proactive Defense Against Face Swapping via Identity Perturbation

    Apr 23, 2026Junyan Luo, Peipeng Yu, Jianwei Fei +4Deepfake DetectionModel-Agnostic Defense

  22. Environmental Sound Deepfake Detection Using Deep-Learning Framework

    Apr 21, 2026Khoi Vu, Dat Tran, Khanh Do +8Audio Deepfake DetectionSonification

  23. Benchmarking Vision Foundation Models for Domain-Generalizable Face Anti-Spoofing

    Apr 21, 2026Mika Feng, Pierre Gallin-Martel, Koichi Ito +1Face Forgery DetectionSpoofed Speech

  24. MetaCloak-JPEG: JPEG-Robust Adversarial Perturbation for Preventing Unauthorized DreamBooth-Based Deepfake Generation

    Apr 20, 2026Tanjim Rahaman Fardin, S M Zunaid Alam, Mahadi Hasan Fahim +1Explainable Deepfake DetectionAdversarial Examples

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

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

  26. Towards Generalizable Deepfake Image Detection with Vision Transformers

    Apr 19, 2026Kaliki V Srinanda, M Manvith Prabhu, Hemanth K Mogilipalem +4Explainable Deepfake DetectionSelf-Supervised Vision Transformers

  27. Generalizable Face Forgery Detection via Separable Prompt Learning

    Apr 19, 2026Enrui Yang, Yuezun LiFace Forgery DetectionDeepfake Detection

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

    Apr 19, 2026H. M. Shadman Tabib, Tasriad Ahmed Tias, Nafis TahmidForgeriesDigital Forensics

  29. Fractal Characterization of Low-Correlation Signals in AI-Generated Image Detection

    Apr 19, 2026Wenwei Xie, Jie Yin, Lu Ma +2Deepfake DetectionAi-Generated Image Detection

  30. Dynamic Emotion and Personality Profiling for Multimodal Deception Detection

    Apr 18, 2026Li Zheng, Yanyi Luo, Hao Fei +5Emotion RecognitionDeception

  31. DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection

    Apr 18, 2026Hongyuan Qi, Feifei Shao, Ming Li +2Multimedia ForensicsVideo Anomaly Understanding

  32. Adaptive Forensic Feature Refinement via Intrinsic Importance Perception

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

  33. ICLAD: In-Context Learning with Comparison-Guidance for Audio Deepfake Detection

    Apr 17, 2026Benjamin Chou, Yi Zhu, Surya KoppisettiAudio Deepfake DetectionExplainable Deepfake Detection

  34. ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

    Apr 17, 2026Heewon OhMusic GenerationAudio Deepfake Detection

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

    Apr 17, 2026Hao Wang, Beichen Zhang, Yanpei Gong +5Face Forgery DetectionDomain Incremental Learning

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

    Apr 17, 2026Jinxing Li, Nicholas Ren, Cathy Chang +2Fraud DetectionFace Forgery Detection

  37. Quality-Aware Calibration for AI-Generated Image Detection in the Wild

    Apr 16, 2026Fabrizio Guillaro, Vincenzo De Rosa, Davide Cozzolino +1Digital ForensicsMulticalibration and Calibration

  38. Flow of Truth: Proactive Temporal Forensics for Image-to-Video Generation

    Apr 16, 2026Yuzhuo Chen, Zehua Ma, Han Fang +3Multimedia ForensicsDigital Forensics

  39. M3D-Net: Multi-Modal 3D Facial Feature Reconstruction Network for Deepfake Detection

    Apr 16, 2026Haotian Wu, Yue Cheng, Shan BianExplainable Deepfake DetectionBlind Face Restoration

  40. Deepfake Detection Generalization with Diffusion Noise

    Apr 16, 2026Hongyuan Qi, Wenjin Hou, Hehe Fan +1Deepfake DetectionNoise-Aware

  41. Hijacking Text Heritage: Hiding the Human Signature through Homoglyphic Substitution

    Apr 11, 2026Robert DilworthStylometricAnonymization

  42. RASR: Retrieval-Augmented Semantic Reasoning for Fake News Video Detection

    Apr 8, 2026Hui Li, Peien Ding, Jun Li +5Fake News DetectionFine-Grained Video Understanding

  43. FlowID : Enhancing Forensic Identification with Latent Flow-Matching Models

    Mar 31, 2026Jules Ripoll, David Bertoin, Alasdair Newson +2Blind Face RestorationDigital Forensics

  44. DecepGPT: Schema-Driven Deception Detection with Multicultural Datasets and Robust Multimodal Learning

    Mar 25, 2026Jiajian Huang, Dongliang Zhu, Zitong YU +4DeceptionExplainable Deepfake Detection

  45. Echoes: A semantically-aligned music deepfake detection dataset

    Mar 24, 2026Octavian Pascu, Dan Oneata, Horia Cucu +1Audio Deepfake DetectionMusic Generation

  46. VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection

    Mar 23, 2026Xinghan Li, Junhao Xu, Jingjing ChenExplainable Deepfake DetectionDigital Forensics

  47. What Counts as Real? Speech Restoration and Voice Quality Conversion Pose New Challenges to Deepfake Detection

    Mar 14, 2026Shree Harsha Bokkahalli Satish, Harm Lameris, Joakim Gustafson +1Audio Deepfake DetectionSpoofed Speech

  48. Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning

    Mar 11, 2026Artem Dvirniak, Evgeny Kushnir, Dmitrii Tarasov +5Audio Deepfake DetectionDeepfake Detection

  49. ML-ITW: A Multilingual in-the-wild Benchmark for Speech Deepfake Detection

    Mar 6, 2026Daixian Li, Jun Xue, Zhuolin Yi +4Audio Deepfake DetectionDeepfake Detection

  50. When Spoof Detectors Travel: Evaluation Across 66 Languages in the Low-Resource Language Spoofing Corpus

    Mar 2, 2026Kirill Borodin, Vasiliy Kudryavtsev, Maxim Maslov +2Spoofed SpeechCross-Lingual Consistency

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

    Mar 2, 2026Yiheng Li, Zichang Tan, Guoqing Xu +3Medical Image GenerationMultimedia Forensics

  52. Prompt Injection as Role Confusion

    Feb 22, 2026Charles Ye, Jasmine Cui, Dylan Hadfield-MenellIndirect Prompt InjectionLanguage Model Evasion Attacks

  53. Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection

    Feb 16, 2026Chanhui Lee, Donggyu Choi, Seunghyun Shin +2Diffusion EditingAdversarial Transferability

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

    Jan 28, 2026Wenbo Xu, Wei Lu, Xiangyang LuoExplainable Deepfake DetectionDeepfake Detection

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

    Jan 21, 2026Han Li, Hua SunMultimodal FusionForgeries

  56. NewsRECON: News Article Retrieval for Image Contextualization

    Jan 20, 2026Jonathan Tonglet, Iryna Gurevych, Tinne Tuytelaars +1HeadlinesVideo Surveillance

  57. A Marketplace for AI-Generated Adult Content and Deepfakes

    Jan 14, 2026Shalmoli Ghosh, Matthew R. DeVerna, Filippo MenczerDeepfake DetectionHarms

  58. Correctness Forensics for Batch Speculative Decoding: Diagnosing the Ragged Tensor Problem

    Oct 26, 2025Ranran Haoran Zhang, Soumik Dey, Ashirbad Mishra +3Speculative DecodingTensor Programs

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

    Oct 3, 2025Qing Huang, Zhipei Xu, Xuanyu Zhang +2Face Forgery Detection

  60. Fast segmentation of watermarked texts from large language models through an epidemic change-point framework

    Sep 25, 2025Soham Bonnerjee, Subhrajyoty Roy, Sayar KarmakarLarge Language Model WatermarksWatermarking