Tamper Localization

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4 papers in the last four weeks, down 20% on the four weeks before. 0.0% of all new papers.

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  1. Typographic Attack Against VLM-based AI-generated Image Detection

    Sep 30, 2026Eunmin Lee, Jungwoo Kim, Jong-Seok LeeAi-Generated Image DetectionTamper Localization

    School of Integrated Technology, Yonsei University

  2. From Sharp Eyes to Expert Mind: Internalizing Expert Knowledge in MLLMs for Tampered Text Detection

    Sep 28, 2026Kaiqing Lin, Songze Li, Shen Chen +8Tamper LocalizationDigital Forensics

    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, Shenzhen 518060, China · Tencent Youtu Lab, Shanghai, China

  3. DGF-Bench: A Benchmark for Simulating and Auditing Deception Against Multi-Agent Governance Boards

    Sep 28, 2026Jeremy CanaleGovernanceDeception

  4. Predictive Likelihood Ratios for Language Model Watermark Detection

    Sep 14, 2026Li MaLarge Language Model WatermarksTwo-Sample Testing

    Department of Statistics and Data Science Institute, University of Chicago

  5. Scoring Without the Engine: Validating a Deterministic, Manipulation-Resistant Content Score for Generative Engines, End to End

    Sep 7, 2026Elisha Bajemon, Andre-Louis RochetAdversarial EvaluationTamper Localization

    TW3 Partners (Citead)

  6. SegWave: Wavelet-Driven Segmentation of Tampered Regions

    Aug 31, 2026Siddhi Pravin Lipare, Vishesh Kumar, Akshay AgarwalTamper LocalizationWavelets

    IIIT-Hyderabad, India · Trustworthy BiometraVision Lab, IISER-Bhopal, India

  7. APT: Anchor-aligned Perturbations for Tamper Localization in Fully Regenerated Images

    Aug 31, 2026Suhyeon Ha, Woo Jae Kim, Joonsung Jeon +2Tamper LocalizationInpainting

    KAIST

  8. Tracing Provenance and Detecting Tampering with Complementary LLM Watermarks

    Aug 13, 2026Xiaoyan Feng, Yanjun Zhang, He Zhang +2Large Language Model WatermarksTamper Localization

    Griffith University

  9. Excess Separability: Nuisance-Controlled Residual-Stream Probing for Benchmark Contamination Detection

    Aug 12, 2026Florian BraunTamper LocalizationModel Auditing

  10. From Noise to Meaning: Meaningful Secret Sharing with Tamper Detection for Facial Recognition

    Aug 9, 2026Ajnas Muhammed, Iurii Medvedev, Nuno GonçalvesFace Recognition ModelBiometrics

    Institute of Systems and Robotics, University of Coimbra, Coimbra, Portugal

  11. When Is Benchmark Contamination Detectable? Information Limits and Power-Calibrated Audits

    Aug 8, 2026Ibne Farabi Shihab, Sanjeda Akter, Anuj SharmaModel AuditingTamper Localization

    Department of Computer Science, Iowa State University · Department of Civil, Construction & Environmental Engineering, Iowa State University

  12. Stylometric Defenses Against Author Impersonation in Software Repositories

    Aug 3, 2026Leonid Ravich, Michael FireAuthorshipStylometric

    Ben-Gurion University of the Negev, Computer Science Department

  13. Audio Cross Verification Using Dual Alignment Likelihood Ratio Test

    Jul 20, 2026Heidi Lei, Arm Wonghirundacha, Irmak Bukey +1Tamper LocalizationAudio Understanding

    †Massachusetts Institute of Technology · ‡Pomona College · §Harvey Mudd College

  14. Clean-Reference Streaming Detection of Lens Occlusion and Photometric Transitions for Camera Tamper Monitoring

    Jul 16, 2026Bo Ma, WeiQi Yan, Jinsong WuRoadside CamerasVideo Surveillance

    Auckland University of Technology, Auckland 1024, New Zealand · Guilin University of Electronic Technology, Guilin, China

  15. Video Transformer for Remote Identity Document Hologram Detection

    Jul 13, 2026Joris Voerman, Nicolas Sidere, Jean-Christophe BurieAuthenticityTamper Localization

    La Rochelle University, 17031 La Rochelle, France

  16. Observation-Level Watermarking and Detection for Tabular Data

    Jul 12, 2026Dongyu Cui, Xuan BiWatermarksTabular Data

    School of Statistics, University of Minnesota · Carlson School of Management, University of Minnesota

  17. Has This Checkpoint Been Abliterated? A Two-Signal Audit and Its Failure Map

    Jul 2, 2026Gabriel HurtadoModel AuditingTamper Localization

    Moonsong Labs

  18. CORE-BREW: LLR-Based Soft Decoding for Robust Multi-Bit LLM Watermarking

    Jun 23, 2026Joeun Kim, HoEun Kim, Young-Sik KimLarge Language Model WatermarksWatermarks

    Department of AI DGIST Daegu, Republic of Korea

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

    Jun 21, 2026Mohamed Dhouib, Ye Zhu, Sonia Vanier +1Tamper LocalizationDiffusion Transformers

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

  20. Veriphi: Attack-Guided Neural Network Verification with Dataset-Dependent Training Methods

    Jun 16, 2026Pratik Deshmukh, Kartik Arya, Vasili SavinNeural Network VerificationAdversarial Training

    TU Wien, Vienna, Austria

  21. Signature filtering: a lightweight enhancement for statistical watermark detection in large language models

    Jun 16, 2026Chih-Duo Hong, Yen-Pang Chen, Fang YuLarge Language Model WatermarksWatermarks

    National Chengchi University, Taipei, Taiwan

  22. AliMark: Enhancing Robustness of Sentence-Level Watermarking Against Text Paraphrasing

    May 28, 2026Yuexin Li, Wenjie Qu, Linyu Wu +5ParaphrasingWatermarking

    1National University of Singapore.

  23. Alignment Tampering: How Reinforcement Learning from Human Feedback Is Exploited to Optimize Misaligned Biases

    May 26, 2026Dongyoon Hahm, Dylan Hadfield-Menell, Kimin LeeLarge Language Model AlignmentReinforcement Learning From Human Feedback

    1KAIST · 2MIT

  24. SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness

    May 25, 2026Jiahao Huo, Wenjie Qu, Yibo Yan +5WatermarksParaphrasing

    The Hong Kong University of Science and Technology (Guangzhou) · National University of Singapore · The Hong Kong University of Science and Technology +1

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

    May 16, 2026Maria Bulychev, Neil G. Marchant, Benjamin I. P. RubinsteinWatermarksWatermarking

    University of Melbourne

  26. TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection

    May 12, 2026Tom Sander, Hongyan Chang, Tomáš Souček +10Large Language Model WatermarksWatermarking

    FAIR, Meta Superintelligence Labs

  27. Chainwash: Multi-Step Rewriting Attacks on Diffusion Language Model Watermarks

    May 6, 2026Mohd Ruhul Ameen, Akif Islam, Nadim Mahmud +1Large Language Model WatermarksWatermarks

    College of Engineering and Computer Science, Marshall University, Huntington, WV, USA · Department of Computer Science and Engineering, University of Rajshahi, Rajshahi, Bangladesh · Miami University, Oxford, OH 45056, USA

  28. SWAN: Semantic Watermarking with Abstract Meaning Representation

    May 5, 2026Ziping Ye, Gourab Dey, Christos Christodoulopoulos +7ParaphrasingTamper Localization

    1Amazon · 2Information Commissioner’s Office · 3Meta +2

  29. Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization

    May 4, 2026Tung Vu, Yen Nguyen, Hai Nguyen +2Audio Deepfake DetectionCross-Lingual Voice Cloning

    Posts and Telecommunications Institute of Technology, Hanoi, Vietnam

  30. Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking

    May 1, 2026Joeun Kim, HoEun Kim, Dongsup Jin +1Large Language Model WatermarksMulti-Bit Watermarking

    Department of AI, DGIST, Daegu, Republic of Korea · Department of ICT Convergence, University of Ulsan, Ulsan, Republic of Korea · Department of EECS, DGIST, Daegu, Republic of Korea

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

    Apr 27, 2026Bokang Zeng, Zheng Gao, Xiaoyu Li +2Deepfake DetectionTamper Localization

    School of Computer Science and Engineering UNSW Sydney Sydney, Australia · School of Information and Communication Technology Griffith University Brisbane, Australia

  32. Who Audits the Auditor? Tamper-Proof Fraud Detection with Blockchain-Anchored Explainable ML

    Apr 23, 2026Zhaohui WangFraud DetectionModel Auditing

    Viterbi School of Engineering University of Southern California Los Angeles, CA, USA

  33. Subject-level Inference for Realistic Text Anonymization Evaluation

    Apr 23, 2026Myeong Seok Oh, Dong-Yun Kim, Hanseok Oh +6AnonymizationTamper Localization

    Tscientific, South Korea · Soongsil University, South Korea · Yonsei University, South Korea +1

  34. Data Provenance Auditing of Fine-Tuned Large Language Models with a Text-Preserving Technique

    Oct 7, 2025Yanming Li, Cédric Eichler, Nicolas Anciaux +3Large Language Model WatermarksMachine-Generated Text Detection

    PETSCRAFT · Petscraft, Inria, Palaiseau, France · INSA CVL, Bourges, France +6

  35. 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 WatermarksWatermarks

    University of Chicago · Washington University in St. Louis · University of Florida

  36. CertDW: Towards Certified Dataset Ownership Verification via Conformal Calibration

    Jun 16, 2025Ting Qiao, Yiming Li, Jianbin Li +5Dataset Ownership VerificationWatermarking

    School of Control and Computer Engineering, North China Electric Power University, Beijing,102206, China · College of Computing and Data Science, Nanyang Technological University, Singapore, 639798, Singapore · School of Cybersecurity, Northwestern Polytechnical University, Xi’an, 710072, China +2