Implicit Identity Technologies for LLMs: Fingerprinting and Watermarking across Datasets, Models, and Generated Content
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Bing, Wang, Shunping, Zhu, Yufan, Yu, Xinyi, Huang, Jing, Du, Linkang, Pei, Hongbin, Luo, Wei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DWBench: Holistic Evaluation of Watermark for Dataset Copyright Auditing
by: Ren, Xiao, et al.
Published: (2026)
by: Ren, Xiao, et al.
Published: (2026)
Watermarking across Modalities for Content Tracing and Generative AI
by: Fernandez, Pierre
Published: (2025)
by: Fernandez, Pierre
Published: (2025)
Watermarking LLM-Generated Datasets in Downstream Tasks
by: Liu, Yugeng, et al.
Published: (2025)
by: Liu, Yugeng, et al.
Published: (2025)
Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness
by: Yang, Peiru, et al.
Published: (2025)
by: Yang, Peiru, et al.
Published: (2025)
LLM Fingerprinting via Semantically Conditioned Watermarks
by: Gloaguen, Thibaud, et al.
Published: (2025)
by: Gloaguen, Thibaud, et al.
Published: (2025)
Towards Generalized and Stealthy Watermarking for Generative Code Models
by: Li, Haoxuan, et al.
Published: (2025)
by: Li, Haoxuan, et al.
Published: (2025)
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs
by: Liu, Yepeng, et al.
Published: (2025)
by: Liu, Yepeng, et al.
Published: (2025)
WAPITI: A Watermark for Finetuned Open-Source LLMs
by: Chen, Lingjie, et al.
Published: (2024)
by: Chen, Lingjie, et al.
Published: (2024)
SoK: Dataset Copyright Auditing in Machine Learning Systems
by: Du, Linkang, et al.
Published: (2024)
by: Du, Linkang, et al.
Published: (2024)
Redefining Website Fingerprinting Attacks With Multiagent LLMs
by: Song, Chuxu, et al.
Published: (2025)
by: Song, Chuxu, et al.
Published: (2025)
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges
by: Zhang, Ruisi, et al.
Published: (2024)
by: Zhang, Ruisi, et al.
Published: (2024)
POLARIS: Cross-Domain Access Control via Verifiable Identity and Policy-Based Authorization
by: Zhang, Aiyao, et al.
Published: (2025)
by: Zhang, Aiyao, et al.
Published: (2025)
Fingerprinting LLMs via Prompt Injection
by: Hu, Yuepeng, et al.
Published: (2025)
by: Hu, Yuepeng, et al.
Published: (2025)
LiteGuard: Efficient Task-Agnostic Model Fingerprinting with Enhanced Generalization
by: Yang, Guang, et al.
Published: (2026)
by: Yang, Guang, et al.
Published: (2026)
Removal Attack and Defense on AI-generated Content Latent-based Watermarking
by: Lee, De Zhang, et al.
Published: (2025)
by: Lee, De Zhang, et al.
Published: (2025)
DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design
by: Chen, Yuchen, et al.
Published: (2026)
by: Chen, Yuchen, et al.
Published: (2026)
Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal
by: Goonatilake, Yevin Nikhel, et al.
Published: (2026)
by: Goonatilake, Yevin Nikhel, et al.
Published: (2026)
EmbTracker: Traceable Black-box Watermarking for Federated Language Models
by: Zhao, Haodong, et al.
Published: (2026)
by: Zhao, Haodong, et al.
Published: (2026)
Watermarking Text Data on Large Language Models for Dataset Copyright
by: Liu, Yixin, et al.
Published: (2023)
by: Liu, Yixin, et al.
Published: (2023)
SoK: Watermarking for AI-Generated Content
by: Zhao, Xuandong, et al.
Published: (2024)
by: Zhao, Xuandong, et al.
Published: (2024)
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings
by: Rastogi, Saksham, et al.
Published: (2025)
by: Rastogi, Saksham, et al.
Published: (2025)
Robust GNN Watermarking via Implicit Perception of Topological Invariants
by: Li, Jipeng, et al.
Published: (2025)
by: Li, Jipeng, et al.
Published: (2025)
Improving WiFi CSI Fingerprinting with IQ Samples
by: Wang, Junjie, et al.
Published: (2024)
by: Wang, Junjie, et al.
Published: (2024)
Video Signature: Implicit Watermarking for Video Diffusion Models
by: Huang, Yu, et al.
Published: (2025)
by: Huang, Yu, et al.
Published: (2025)
AMUSE: Adaptive Multi-Segment Encoding for Dataset Watermarking
by: Alvar, Saeed Ranjbar, et al.
Published: (2024)
by: Alvar, Saeed Ranjbar, et al.
Published: (2024)
"Training robust watermarking model may hurt authentication!'' Exploring and Mitigating the Identity Leakage in Robust Watermarking
by: Zhang, Xinyu, et al.
Published: (2026)
by: Zhang, Xinyu, et al.
Published: (2026)
SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking
by: Yao, Lingfeng, et al.
Published: (2025)
by: Yao, Lingfeng, et al.
Published: (2025)
VICTOR: Dataset Copyright Auditing in Video Recognition Systems
by: Yuan, Quan, et al.
Published: (2025)
by: Yuan, Quan, et al.
Published: (2025)
Forging the Unforgeable: On the Feasibility of Counterfeit Watermarks in Backdoor-Based Dataset Ownership Verification
by: Li, Zhiying, et al.
Published: (2024)
by: Li, Zhiying, et al.
Published: (2024)
Unified Steganography via Implicit Neural Representation
by: Song, Qi, et al.
Published: (2025)
by: Song, Qi, et al.
Published: (2025)
Towards Watermarking of Open-Source LLMs
by: Gloaguen, Thibaud, et al.
Published: (2025)
by: Gloaguen, Thibaud, et al.
Published: (2025)
Harmless Backdoor-based Client-side Watermarking in Federated Learning
by: Luo, Kaijing, et al.
Published: (2024)
by: Luo, Kaijing, et al.
Published: (2024)
Adaptive and Robust Watermark for Generative Tabular Data
by: Ngo, Dung Daniel, et al.
Published: (2024)
by: Ngo, Dung Daniel, et al.
Published: (2024)
NOWA: Null-space Optical Watermark for Invisible Capture Fingerprinting and Tamper Localization
by: Vargas, Edwin, et al.
Published: (2025)
by: Vargas, Edwin, et al.
Published: (2025)
Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation
by: Wang, Yuchen, et al.
Published: (2024)
by: Wang, Yuchen, et al.
Published: (2024)
Temporal fingerprints: Identity matching across fully encrypted domain
by: Somin, Shahar, et al.
Published: (2024)
by: Somin, Shahar, et al.
Published: (2024)
Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions
by: Hu, Qinnan, et al.
Published: (2025)
by: Hu, Qinnan, et al.
Published: (2025)
FairRelay: Fair and Cost-Efficient Peer-to-Peer Content Delivery through Payment Channel Networks
by: Liu, Jingyu, et al.
Published: (2024)
by: Liu, Jingyu, et al.
Published: (2024)
Fingerprinting SDKs for Mobile Apps and Where to Find Them: Understanding the Market for Device Fingerprinting
by: Specter, Michael A., et al.
Published: (2025)
by: Specter, Michael A., et al.
Published: (2025)
Positional-Unigram Byte Models for Generalized TLS Fingerprinting
by: Valdez, Hector A., et al.
Published: (2024)
by: Valdez, Hector A., et al.
Published: (2024)
Similar Items
-
DWBench: Holistic Evaluation of Watermark for Dataset Copyright Auditing
by: Ren, Xiao, et al.
Published: (2026) -
Watermarking across Modalities for Content Tracing and Generative AI
by: Fernandez, Pierre
Published: (2025) -
Watermarking LLM-Generated Datasets in Downstream Tasks
by: Liu, Yugeng, et al.
Published: (2025) -
Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness
by: Yang, Peiru, et al.
Published: (2025) -
LLM Fingerprinting via Semantically Conditioned Watermarks
by: Gloaguen, Thibaud, et al.
Published: (2025)