arXiv (OAI Expanded)
open access
Forging Tree-Ring: Reproducing and Instrumenting Black-Box Semantic Watermark Forgery
Semantic watermarking schemes such as Tree-Ring hide a detectable pattern in the initial noise latent of a diffusion model. Recent work shows these watermarks are not only removable but forgeable: an attacker who never sees the watermarking key can still produce images the genuine detector accepts.
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Watermark Forensics for Generative Models: An Information-Theoretic Perspective#366189
- Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal#684447
- Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal#682672
- Where Does the Watermark Hide? Push-Pull Disentanglement for Invisible Watermark Removal#1115678
- FARI: Robust One-Step Inversion for Watermarking in Diffusion Models#410939
Record · ID 1070360
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive