Copyright Defenses

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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. R-GroundBench: A Diagnostic Benchmark for R-Group Groundingin Markush Molecular Editing

    Sep 30, 2026Xin Wang, Zichuan Ying, Xinna Lin +8Chemical StructuresMoleculenet

    Westlake University · The University of Hong Kong · Shanghai Innovation Institute +5

  2. InGuard: Towards Generalized Inner Guardrail for Safe Text-to-Image Generation

    Sep 23, 2026Zeyu Wang, Xiaodan Li, Zhiwen Li +2Text-To-ImageGuardrail

    Alibaba AAIG

  3. An Efficient and Effective Watermarking Scheme for the Protection of the Intellectual Property Rights of Video Generative Models

    Sep 20, 2026Wenhong Huang, Jianwei Fei, Benedetta Tondi +2WatermarkingWatermarks

    School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-sen University, Shenzhen 518107, China · Guangdong Provincial Key Laboratory of Information Security Technology, Guangzhou 510006, China · Department of Information Engineering, University of Florence, Florence 50139, Italy +2

  4. CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs

    Sep 1, 2026Maryam Alshehyari, Dushyant Singh Chauhan, Samuele Poppi +3Copyright DefensesContrastive Decoding

    Computing and Mathematical Science Division Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

  5. The Language of the Question Selects the Market: Query Language and Exit IP as Separable Factors in Commercial Recommendations from a Generative Search Interface

    Aug 30, 2026Dmitrij ŻatuchinBrand-As-MemoryLanguage Pairs

    Department of Information Technologies2026 Estonian Entrepreneurship University of Applied Sciences, Tallinn, Estonia · Rankfor.AI OÜ, Tallinn, Estonia

  6. Reversible Unlearnable Examples: Towards the Copyright Protection in Deep Learning Era

    Aug 6, 2026Binze Wang, Jinyu Tian, Xingrun Wang +2Unlearnable ExamplesCopyright Defenses

    School of Computer Science and Engineering, Faculty of Innovation Engineering, Macau University of Science and Technology, Macau, China · School of Computer Science and Artificial Intelligence of FoShan University, FoShan 528225, China · Faculty of Applied Sciences of the Macao Polytechnic University, Macau, China

  7. Auditing Data Provenance in LLM Fine-tuning via Intrinsic Distributional Fingerprints

    Aug 3, 2026Zirui Huang, Yunlong Mao, Wei Tong +3Large Language Model Fine-TuningProvenance

    State Key Laboratory of Novel Software Technology, Nanjing University Nanjing, Jiangsu, China

  8. Secure AI Watermarking Framework for IP Protection in Multi-Tenant Cloud Platforms

    Aug 1, 2026M Anjan Kumar, Kishor Kumar Gajula, Ch PrathimaLarge Language Model WatermarksKubernetes

    Department of Computer Science and Engineering , Viswam Engineering College, Madanapalle, Andhra Pradesh , India · Department of Computer Science and Engineering , Mother Theresa Institute Of Engineering and Technology, Peddapalli, Telangana, India · Department of Computer Science and Engineering , Mohan Babu University, Tirupathi, Andhra Pradesh ; India

  9. Agentic Evaluation of Copyright Law Compliance

    Jul 23, 2026Zheng Hui, Doni Bloomfield, Noam KoltCopyright DefensesLarge Language Model Agents

    Language Technology Lab, University of Cambridge, Cambridge, United Kingdom · Law School, Fordham University, New York, United States · Faculty of Law and School of Computer Science and Engineering, Hebrew University, Jerusalem, Israel

  10. Generative AI floods and dilutes the market for books

    Jul 22, 2026Tuhin Chakrabarty, Xinyue Liu, Jane C. Ginsburg +1Generative Artificial IntelligenceCopyright Defenses

    Department of Computer Science, Stony Brook University. · Columbia Law School. · School of Information Science, University of Michigan. +1

  11. Measuring AI innovation with trademark data

    Jul 21, 2026C. Castaldi, F. Castellacci, A. Fronzetti Colladon +2Artificial Intelligence ResearchCopyright Defenses

    Utrecht University (NL). Correponding author: Vening Meineszgebouw A, Princetonlaan Sa, Kamer 6.66, 3584 CB Utrecht. · TIK, University of Oslo (NO) · Roma Tre University (IT) +2

  12. Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization

    Jul 14, 2026Yuxin Huang, Ziming Hong, Mingming Gong +3Conditional Variational AutoencoderWhite-Box Spectral-Subspace-Guided Attack

    1Sydney AI Centre, The University of Sydney · University of Melbourne · 5Mohamed bin Zayed University of Artificial Intelligence +2

  13. What's a Credit Worth? A Market Framework for Attribution-Aware Compensation in Generative Music

    Jul 1, 2026Luyang Zhang, Xirui Jiang, Junwei Deng +3Generative MusicText-To-Music

    Carnegie Mellon University · University of Michigan, Ann Arbor · University of Illinois Urbana-Champaign

  14. Evaluating Intellectual Property Guardrails of Generative Image Models: A Technical Report

    Jul 1, 2026Austin T. Hoag, Apostolos Modas, Yunhao Ba +9Copyright DefensesRefusals

    Sony AI · New York, NY, USA · Zurich, Switzerland +2

  15. Probing Stylistic Appropriation using Large Language Models: An Evaluation Framework for Copyright Infringement under EU Law

    Jun 30, 2026Noah Scharrenberg, Chang SunStylistic FidelityCopyright Defenses

    Department of Advanced Computing Sciences, Maastricht University, Maastricht, The Netherlands. · Contractuo, Eindhoven, The Netherlands.

  16. Digital Speech Acts Retain Control of Copyright with People, Not Platforms

    Jun 17, 2026James Golike, Ehud ShapiroDigital SovereigntyCopyright Defenses

    London School of Economics and the Weizmann Institute of Science

  17. Bypassing Copyright Protection in Diffusion-based Customization via Two-Stage Latent Feature Optimization

    Jun 6, 2026Ziang Xu, Wenbo Yu, Hongyao Yu +6Latent Diffusion ModelCopyright Defenses

    Harbin Institute of Technology, Shenzhen Shenzhen, Guangdong, China · Tsinghua Shenzhen International Graduate School Shenzhen, Guangdong, China

  18. A Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuation

    Jun 1, 2026Joy BoseShapley ValuePatent

    Independent Researcher Bengaluru, India

  19. Authenticity Debt and the Synthetic Content Threat Landscape: A Layered Framework for Trust, Provenance, and IP Governance in the Generative AI Era

    May 30, 2026Shubhashis Sengupta, Benjamin McCarty, Milind Savagaonkar +1Artificial Intelligence GovernanceGenerative Artificial Intelligence

    Accenture Services Pvt. Ltd.

  20. Examining the Challenges of Intellectual Property in AI-Generated Productions

    May 26, 2026Ali Mazhar, Mohammad Zare, Marjan VeysiCopyright DefensesLegal Domain

    Attorney at Law, Central Bar Association, Tehran, Iran · Artificial Intelligence Laboratory, Arioobarzan Engineering Team, Shiraz, Iran

  21. Translators as Invisible Teachers of AI: Copyright, Translation Memory, and the Political Economy of Linguistic Data

    May 24, 2026Masaru YamadaTranslation QualityCopyright Defenses

    College and Graduate School of Intercultural Communication, Rikkyo University

  22. Robust LLM Watermarking with Minimal Semantic Distortion for IP Protection

    May 22, 2026Kieu Dang, Phung Lai, NhatHai Phan +2Large Language Model WatermarksWatermarking

    1State University of New York at Albany · 2New Jersey Institute of Technology · 3Microsoft +1

  23. Generative AI and Copyright Infringement: A Legal-Technical Analysis of AI Music Generation Systems Under 17 U.S.C. Title 17

    May 20, 2026Zuhaib Hussain ButtGenerative MusicCopyright Defenses

    Gujranwala, Punjab, Pakistan

  24. Inventorship in AI-Assisted Inventions: Designing an Experiment to Shape Case Law

    May 15, 2026Yevhenii Shchetynin, Duygu Usta, Bryan KhanInnovationCopyright Defenses

    University of Turin, Turin, Italy

  25. ARIA: A Diagnostic Framework for Music Training Data Attribution

    May 15, 2026Changheon Han, Ashkan Panahi, Kıvanç TatarMusic Structure AnalysisTraining Data

    Department of Computer Science and Engineering, Chalmers University of Technology and University of Gothenburg Gothenburg, Sweden

  26. PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts

    May 7, 2026Qinfeng Li, Yuntai Bao, Jianghui Hu +5Untrusted ContentPrompt Engineering

    Zhejiang University · Chang’an University · Innovation and Management Center, School of Software Technology (Ningbo), Zhejiang University +2

  27. Repurposing and Evaluating the (In)Feasibility of Dataset Poisoning enabled Watermarking for Contrastive Learning

    May 3, 2026Zhiyang Dai, Yansong Gao, Boyu Kuang +5Contrastive LearningWatermarking

    School of Cyber Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China · University of Western Australia, Perth, Australia · College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China +3

  28. Overcoming Copyright Barriers in Corpus Distribution Through Non-Reversible Hashing

    Apr 25, 2026Arthur Amalvy, Vincent Labatut, Xavier Bost +1Text CorporaCopyright Defenses

    Institute of Information Science, Academia Sinica, Taiwan · Laboratoire Informatique d’Avignon, Avignon Université, France · Aiway, France

  29. Citation-Driven Multi-View Training for Patent Embeddings: QaECTER and Sophia-Bench

    Apr 24, 2026Younes Djemmal, You Zuo, Kim Gerdes +1PatentText Embeddings

    ALMAnaCH · 1AI Lab, Questel, Paris, France · 3Inria, Paris, France +3

  30. Ethics Testing: Proactive Identification of Generative AI System Harms

    Apr 23, 2026Shin Hwei Tan, Haibo Wang, Heng LiTest GenerationGenerative Artificial Intelligence

    Concordia University, Montreal, Canada · Polytechnique Montreal, Montreal, Canada

  31. Position: No Retroactive Cure for Infringement during Training

    Apr 20, 2026Satoru Utsunomiya, Masaru Isonuma, Junichiro Mori +1Copyright DefensesCompliance

    The University of Tokyo, Tokyo, Japan · NII LLMC, Tokyo, Japan · Tohoku University, Miyagi, Japan +1

  32. Alignment Whack-a-Mole : Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models

    Mar 21, 2026Xinyue Liu, Niloofar Mireshghallah, Jane C. Ginsburg +1Copyright DefensesFactual Recall

    Stony Brook University · Carnegie Mellon University · Columbia Law School

  33. Anchored Decoding: Provably Reducing Copyright Risk for Any Language Model

    Feb 6, 2026Jacqueline He, Jonathan Hayase, Wen-tau Yih +3Large Language Model SafetyDecoding

    University of Washington · Allen Institute for Artificial Intelligence