Copertina

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Xu, Zhenhua, Yue, Xubin, Wang, Zhebo, Zhang, Haobo, Liu, Qichen, Zhao, Xixiang, Zhang, Jingxuan, Zeng, Wenjun, Xing, Wengpeng, Kong, Dezhang, Lin, Changting, Han, Meng
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Cryptography and Security
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Fingerprint Vector: Enabling Scalable and Efficient Model Fingerprint Transfer via Vector Addition
di: Xu, Zhenhua, et al.
Pubblicazione: (2024)

ForgetMark: Stealthy Fingerprint Embedding via Targeted Unlearning in Language Models
di: Xu, Zhenhua, et al.
Pubblicazione: (2026)

DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection
di: Xu, Zhenhua, et al.
Pubblicazione: (2026)

AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
di: Zhang, Haobo, et al.
Pubblicazione: (2026)

A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures
di: Kong, Dezhang, et al.
Pubblicazione: (2025)

Web Fraud Attacks Against LLM-Driven Multi-Agent Systems
di: Kong, Dezhang, et al.
Pubblicazione: (2025)

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement
di: Yue, Xubin, et al.
Pubblicazione: (2025)

MalURLBench: A Benchmark Evaluating Agents' Vulnerabilities When Processing Web URLs
di: Kong, Dezhang, et al.
Pubblicazione: (2026)

MEraser: An Effective Fingerprint Erasure Approach for Large Language Models
di: Zhang, Jingxuan, et al.
Pubblicazione: (2025)

From Compression to Accountability: Harmless Copyright Protection for Dataset Distillation
di: Liang, Yan, et al.
Pubblicazione: (2026)

Adversarial Example Based Fingerprinting for Robust Copyright Protection in Split Learning
di: Lin, Zhangting, et al.
Pubblicazione: (2025)

RTLMarker: Protecting LLM-Generated RTL Copyright via a Hardware Watermarking Framework
di: Wang, Kun, et al.
Pubblicazione: (2025)

FairCMS: Cloud Media Sharing with Fair Copyright Protection
di: Xiao, Xiangli, et al.
Pubblicazione: (2021)

KinGuard: Hierarchical Kinship-Aware Fingerprinting to Defend Against Large Language Model Stealing
di: Xu, Zhenhua, et al.
Pubblicazione: (2026)

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
di: Xu, Zhenhua, et al.
Pubblicazione: (2025)

DataSafe: Copyright Protection with PUF Watermarking and Blockchain Tracking
di: Xue, Xiaolong, et al.
Pubblicazione: (2024)

Protecting Deep Learning Model Copyrights with Adversarial Example-Free Reuse Detection
di: Luan, Xiaokun, et al.
Pubblicazione: (2024)

CopyrightMeter: Revisiting Copyright Protection in Text-to-image Models
di: Xu, Naen, et al.
Pubblicazione: (2024)

On Protecting the Data Privacy of Large Language Models (LLMs): A Survey
di: Yan, Biwei, et al.
Pubblicazione: (2024)

Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models
di: Zhang, Jiale, et al.
Pubblicazione: (2024)

Image Privacy Protection: A Survey
di: Wen, Wenying, et al.
Pubblicazione: (2024)

WATER-GS: Toward Copyright Protection for 3D Gaussian Splatting via Universal Watermarking
di: Tan, Yuqi, et al.
Pubblicazione: (2024)

A Survey on Federated Unlearning: Challenges, Methods, and Future Directions
di: Liu, Ziyao, et al.
Pubblicazione: (2023)

WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection
di: Shetty, Anudeex, et al.
Pubblicazione: (2024)

Comparison of Encryption Algorithms for Wearable Devices in IoT Systems
di: Yang, Haobo
Pubblicazione: (2024)

Protecting Copyright of Medical Pre-trained Language Models: Training-Free Backdoor Model Watermarking
di: Kong, Cong, et al.
Pubblicazione: (2024)

DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models
di: Cui, Yingqian, et al.
Pubblicazione: (2023)

Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning
di: Li, Shen, et al.
Pubblicazione: (2024)

AGATE: Stealthy Black-box Watermarking for Multimodal Model Copyright Protection
di: Gao, Jianbo, et al.
Pubblicazione: (2025)

Deep Learning-based Dual Watermarking for Image Copyright Protection and Authentication
di: Padhi, Sudev Kumar, et al.
Pubblicazione: (2025)

Strong Copyright Protection for Language Models via Adaptive Model Fusion
di: Abad, Javier, et al.
Pubblicazione: (2024)

Geometry-Aware Localized Watermarking for Copyright Protection in Embedding-as-a-Service
di: Chen, Zhimin, et al.
Pubblicazione: (2026)

Copyright Protection in Generative AI: A Technical Perspective
di: Ren, Jie, et al.
Pubblicazione: (2024)

Watermarking Text Data on Large Language Models for Dataset Copyright
di: Liu, Yixin, et al.
Pubblicazione: (2023)

DWBench: Holistic Evaluation of Watermark for Dataset Copyright Auditing
di: Ren, Xiao, et al.
Pubblicazione: (2026)

Comprehensive Survey towards Security Authentication Methods for Satellite Communication Systems
di: Meng, Yunfei, et al.
Pubblicazione: (2025)

A Survey on Artificial Noise for Physical Layer Security: Opportunities, Technologies, Guidelines, Advances, and Trends
di: Niu, Hong, et al.
Pubblicazione: (2025)

RLCP: A Reinforcement Learning-based Copyright Protection Method for Text-to-Image Diffusion Model
di: Shi, Zhuan, et al.
Pubblicazione: (2024)

Lossless Copyright Protection via Intrinsic Model Fingerprinting
di: Chen, Lingxiao, et al.
Pubblicazione: (2026)

Penetration Testing for System Security: Methods and Practical Approaches
di: Zhang, Wei, et al.
Pubblicazione: (2025)