Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:58:23.212839Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 6 inbound Pith citation observations for arXiv:2504.20111.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:58:23.212839Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:13:45.098365Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T00:15:14.771394Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 67936335-5734-4d65-8774-82dd417566ed · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Waves: Bench- marking the robustness of image watermarks
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fa1b0f90-97d9-4147-b01c-26ce4b84f9c0 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Hidden in the Noise: Two-Stage Robust Watermarking for Images
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2b9ce1b-f000-4ead-9323-10aa93f1da9c · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Adversarially robust represen- tations with smooth encoders
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8db066c2-9a22-466c-bd4d-0cc4dc2b2597 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image WMAdapter: Adding WaterMark Control to Latent Diffusion Models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bb7073a-17a4-4547-99e8-927afb81f22e · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Ringid: Rethinking tree-ring watermarking for enhanced multi-key identification
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d5a15888-bbc6-4da5-814a-dd0ff65da112 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image On the use of automatically generated synthetic image datasets for benchmarking face recognition
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 215212fb-8ad7-4f1a-be54-7bda00642b14 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Digital watermarking and steganography
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5d80ed3-6e15-476d-bbed-8dd17a7e32e6 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Diffusion models beat gans on image synthesis
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 936eeab1-0145-4c02-b6b8-ebca0aa635e0 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Watermarking images in self-supervised latent spaces
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6c0040c-3cbf-40ec-a0d4-cc3a5de428fc · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image The stable signature: Rooting watermarks in latent diffusion models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 85acf41b-c020-4229-8f6b-86f53a8aa9a1 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image An Undetectable Watermark for Generative Image Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 778af2e9-a540-439f-acf5-11d570deb9c7 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Multimedia watermark- ing techniques
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0879e915-659b-4730-97db-54c4e5dbbeac · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Gans trained by a two time-scale update rule converge to a local nash equilib- rium
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6e6894e1-000e-4a6e-a5d2-99f616b2bcc5 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image A Transfer Attack to Image Watermarks
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13ee8328-cf02-4fff-a176-477797d8b7d2 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Exploring frequency adversar- ial attacks for face forgery detection
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 954651bf-7efa-4d2e-b8ac-0f163f5533f0 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Image forgery techniques: a review
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ce89ded6-b927-4fb9-8e08-34d7038668ac · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Adversarial Machine Learning at Scale
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 348f2d66-9bf2-488d-9cd7-e29401d9768e · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Ad- versarial examples in the physical world
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b832e45a-bf12-496f-b34e-2c313a9c07eb · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Microsoft coco: Common objects in context
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 16885a95-a109-49ca-aab7-b0bd7c49a718 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Image Watermarks are Removable Using Controllable Regeneration from Clean Noise
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa4b72d8-7291-49e9-bb34-4abfc74befbe · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Leveraging Optimization for Adaptive Attacks on Image Watermarks
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac12b5d7-abc4-4738-8c25-baa8f9c3cef7 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Frequency-driven imperceptible adversarial attack on semantic similarity
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1a75b364-6e67-4077-9aa2-a6096822c2f9 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Null-text inversion for editing real im- ages using guided diffusion models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2dbc90f-b753-401c-a933-bfebb1fbba9c · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89fd9af8-5b8f-434a-a06c-0d5699f6c2a4 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Digital watermark- ing: algorithms and applications
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c50b9620-c36a-48ef-83a5-cc1df6a720a7 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image A survey of digital image watermarking techniques
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1ec4efb4-1bcf-41d8-9db2-024b30a68786 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image High-resolution image synthesis with latent diffusion models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5513e557-78e5-4616-b495-de25da8962bb · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 303274f0-fcab-4ad5-95fa-d2cd86cfbfa0 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Photorealistic text-to-image diffusion models with deep language understanding
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e45bdb9-3c9d-4a09-b7e2-251ae8a6999f · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Communication in the presence of noise
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e49c005f-9e0d-4321-b283-800ac6fd3f90 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Denoising Diffusion Implicit Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6377afe-a684-468b-9082-6a50a649e11a · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Stegastamp: Invisible hyperlinks in physical photographs
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 725f2aa7-a07d-414e-ac00-e56ab1ce8fa5 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Watermark faker: towards forgery of digital image water- marking
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5969ca2a-eb67-43cf-acf1-0557c314b805 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Image quality assessment: from error visibility to structural similarity
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1de5b1f-6a7b-44af-8bfd-560f974b9c0c · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e36212c2-53f4-4048-b73a-9adfc85c27ec · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Secret and public key image watermarking schemes for image authentication and ownership verification
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9fdd21e4-2276-430e-a79d-3252761370ef · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Flexible and secure watermarking for latent diffusion model
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation efbf4054-d23c-4543-8a3a-5318fae6a139 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5533f29b-aedd-42a2-b95a-7c307fc131e1 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Gaussian shading: Prov- able performance-lossless image watermarking for diffusion models
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a34009a-2556-4855-af07-45e94b7bce92 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Robust Invisible Video Watermarking with Attention
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac8756ba-adf8-42a1-a478-9bd1bb888dbc · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image The unreasonable effectiveness of deep features as a perceptual metric
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 209e1dd2-631d-4444-8e89-e0c79fc747c8 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Invisible image watermarks are provably removable using generative ai
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d5faa0e3-cc16-4b4e-a2ae-7db6cc023e50 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bbc6a241-f8a9-426d-aecb-335393942a69 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image We have set hy- perparametersϵ in Eq
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4997457c-1a0c-4150-bf6d-d19cb5c1c27a · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image In this section, we show that this works better in practice as compared to using a fixed pixel value of 127.5
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 220988fb-1e7a-463c-ba56-2dfd007e1e2d · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image The optimization objective remains the same as Equation 7, i.e., min δ ∥Eϕ(x(w) +δ)−Eϕ(x(c))∥2 +λ∥δ∥2, (7) where x(c) is a randomly selected real image
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c8509b4f-35c3-4318-99fd-56e7800271a1 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Prompt Datasets We utilize two datasets namely, the Gustavosta/Stable- Diffusion-Prompts1 dataset and the runwayml-stable- diffusion-v1-5-eval-random-prompts2 dataset
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0e269bc8-0232-4fe0-a25d-b639cafd4940 · outbound
Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image We show examples of forgery attacks on Tree-Ring in Figure 11, RingID in Figure 12, WIND in Figure 13, and Gaussian Shading in Figure 14
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3cf3f879-e088-4b3d-af5d-108fd74f864d · inbound
SEAL: Semantic Aware Image Watermarking Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 94593848-2fe8-431c-a2f5-b8b0271d7ce7 · inbound
Mitigating Watermark Forgery in Generative Models via Randomized Key Selection Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 37ef5f00-69df-4b38-a540-728fae0bfd14 · inbound
First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f31456-46f2-44a7-8bf7-d63cb0c80428 · inbound
On the Robustness of Watermarking for Autoregressive Image Generation Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d5f82d17-f3de-4db7-8c02-9621d52adf0d · inbound
PGID: Progressive Guided Inversion and Denoising for Robust Watermark Detection Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b5a91b77-c9b4-40e3-b779-f45519ef08e9 · inbound
IRIS: Visual-Semantic Binding for Forgery-Resistant Watermarking of Diffusion Images Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.