Watermarking Large Language Models and the Generated Content: Opportunities and Challenges
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Ruisi, Koushanfar, Farinaz |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models
by: Zhang, Ruisi, et al.
Published: (2024)
by: Zhang, Ruisi, et al.
Published: (2024)
REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models
by: Zhang, Ruisi, et al.
Published: (2023)
by: Zhang, Ruisi, et al.
Published: (2023)
Robust and Secure Code Watermarking for Large Language Models via ML/Crypto Codesign
by: Zhang, Ruisi, et al.
Published: (2025)
by: Zhang, Ruisi, et al.
Published: (2025)
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
by: Huo, Mingjia, et al.
Published: (2024)
by: Huo, Mingjia, et al.
Published: (2024)
SWaRL: Safeguard Code Watermarking via Reinforcement Learning
by: Javidnia, Neusha, et al.
Published: (2026)
by: Javidnia, Neusha, et al.
Published: (2026)
Automated Physical Design Watermarking Leveraging Graph Neural Networks
by: Zhang, Ruisi, et al.
Published: (2024)
by: Zhang, Ruisi, et al.
Published: (2024)
ICMarks: A Robust Watermarking Framework for Integrated Circuit Physical Design IP Protection
by: Zhang, Ruisi, et al.
Published: (2024)
by: Zhang, Ruisi, et al.
Published: (2024)
Optimizing Privacy-Preserving Primitives to Support LLM-Scale Applications
by: Jandali, Yaman, et al.
Published: (2025)
by: Jandali, Yaman, et al.
Published: (2025)
LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning
by: Spracklen, Joseph, et al.
Published: (2026)
by: Spracklen, Joseph, et al.
Published: (2026)
Yet Another Watermark for Large Language Models
by: Bao, Siyuan, et al.
Published: (2025)
by: Bao, Siyuan, et al.
Published: (2025)
Majority Bit-Aware Watermarking For Large Language Models
by: Xu, Jiahao, et al.
Published: (2025)
by: Xu, Jiahao, et al.
Published: (2025)
AttestLLM: Efficient Attestation Framework for Billion-scale On-device LLMs
by: Zhang, Ruisi, et al.
Published: (2025)
by: Zhang, Ruisi, et al.
Published: (2025)
Props for Machine-Learning Security
by: Juels, Ari, et al.
Published: (2024)
by: Juels, Ari, et al.
Published: (2024)
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy
by: Fu, Yu, et al.
Published: (2023)
by: Fu, Yu, et al.
Published: (2023)
A Watermark for Large Language Models
by: Kirchenbauer, John, et al.
Published: (2023)
by: Kirchenbauer, John, et al.
Published: (2023)
On the Reliability of Watermarks for Large Language Models
by: Kirchenbauer, John, et al.
Published: (2023)
by: Kirchenbauer, John, et al.
Published: (2023)
ICtoken: An NFT for Hardware IP Protection
by: Balla, Shashank, et al.
Published: (2024)
by: Balla, Shashank, et al.
Published: (2024)
Watermarks for Language Models via Probabilistic Automata
by: Wang, Yangkun, et al.
Published: (2025)
by: Wang, Yangkun, et al.
Published: (2025)
Topic-Based Watermarks for Large Language Models
by: Nemecek, Alexander, et al.
Published: (2024)
by: Nemecek, Alexander, et al.
Published: (2024)
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
by: Wang, Yidan, et al.
Published: (2025)
by: Wang, Yidan, et al.
Published: (2025)
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models
by: Zhang, Hanlin, et al.
Published: (2023)
by: Zhang, Hanlin, et al.
Published: (2023)
Watermarks for Embeddings-as-a-Service Large Language Models
by: Shetty, Anudeex
Published: (2025)
by: Shetty, Anudeex
Published: (2025)
DualGuard: Dual-stream Large Language Model Watermarking Defense against Paraphrase and Spoofing Attack
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models
by: Wu, Yihan, et al.
Published: (2023)
by: Wu, Yihan, et al.
Published: (2023)
How Good is Post-Hoc Watermarking With Language Model Rephrasing?
by: Fernandez, Pierre, et al.
Published: (2025)
by: Fernandez, Pierre, et al.
Published: (2025)
Implicit Identity Technologies for LLMs: Fingerprinting and Watermarking across Datasets, Models, and Generated Content
by: Liu, Bing, et al.
Published: (2026)
by: Liu, Bing, et al.
Published: (2026)
CryptoGen: Secure Transformer Generation with Encrypted KV-Cache Reuse
by: Zhang, Hedong, et al.
Published: (2026)
by: Zhang, Hedong, et al.
Published: (2026)
Debiasing Watermarks for Large Language Models via Maximal Coupling
by: Xie, Yangxinyu, et al.
Published: (2024)
by: Xie, Yangxinyu, et al.
Published: (2024)
MergeGuard: Efficient Thwarting of Trojan Attacks in Machine Learning Models
by: Shabgahi, Soheil Zibakhsh, et al.
Published: (2025)
by: Shabgahi, Soheil Zibakhsh, et al.
Published: (2025)
Watermarking Language Models through Language Models
by: Dasgupta, Agnibh, et al.
Published: (2024)
by: Dasgupta, Agnibh, et al.
Published: (2024)
On the Learnability of Watermarks for Language Models
by: Gu, Chenchen, et al.
Published: (2023)
by: Gu, Chenchen, et al.
Published: (2023)
Learnable Linguistic Watermarks for Tracing Model Extraction Attacks on Large Language Models
by: Bai, Minhao, et al.
Published: (2024)
by: Bai, Minhao, et al.
Published: (2024)
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models
by: Yoo, KiYoon, et al.
Published: (2023)
by: Yoo, KiYoon, et al.
Published: (2023)
Zero-Knowledge Proof Frameworks: A Systematic Survey
by: Sheybani, Nojan, et al.
Published: (2025)
by: Sheybani, Nojan, et al.
Published: (2025)
Publicly-Detectable Watermarking for Language Models
by: Fairoze, Jaiden, et al.
Published: (2023)
by: Fairoze, Jaiden, et al.
Published: (2023)
CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models
by: Zhang, Yu, et al.
Published: (2025)
by: Zhang, Yu, et al.
Published: (2025)
Duwak: Dual Watermarks in Large Language Models
by: Zhu, Chaoyi, et al.
Published: (2024)
by: Zhu, Chaoyi, et al.
Published: (2024)
More Haste, Less Speed: Weaker Single-Layer Watermark Improves Distortion-Free Watermark Ensembles
by: Chen, Ruibo, et al.
Published: (2026)
by: Chen, Ruibo, et al.
Published: (2026)
Watermarking LLM Agent Trajectories
by: Meng, Wenlong, et al.
Published: (2026)
by: Meng, Wenlong, et al.
Published: (2026)
Watermarking Language Models with Error Correcting Codes
by: Chao, Patrick, et al.
Published: (2024)
by: Chao, Patrick, et al.
Published: (2024)
Similar Items
-
EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models
by: Zhang, Ruisi, et al.
Published: (2024) -
REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models
by: Zhang, Ruisi, et al.
Published: (2023) -
Robust and Secure Code Watermarking for Large Language Models via ML/Crypto Codesign
by: Zhang, Ruisi, et al.
Published: (2025) -
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models
by: Huo, Mingjia, et al.
Published: (2024) -
SWaRL: Safeguard Code Watermarking via Reinforcement Learning
by: Javidnia, Neusha, et al.
Published: (2026)