Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:23:08.572968Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2412.02576.
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 2026-08-11T23:23:08.572968Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ab7934f1-73cb-4a30-a327-84fcc956d229 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Ntire 2017 challenge on single image super-resolution: Dataset and study
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac986f07-6c2d-4289-a827-f152771c09f4 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Introducing stable diffusion 3.5
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d2790173-df9a-4df4-9063-c7f0fb59d3e8 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Combined dwt-dct digital image watermarking
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1aa8d595-1d7b-48f7-a056-e99a8adedc4b · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c6a3ccd-3143-41b0-84c7-71649a7b5600 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis real attackers don’t compute gradients
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation daf9c226-6573-48f4-b4e1-b15b222900eb · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb2e3c2d-aaf7-4eac-b2c3-85961b3e4671 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4c58035-43a0-4bf2-868b-32b9a67b1b98 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Industrial practitioners’ mental models of adversarial machine learning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b3427f6-ed07-4ab8-9d89-4af9eb712172 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Ai and the rise of fake images
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f5c585db-6e23-4e61-935d-81d1c183b2dd · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Openai’s watermarking tool for chatgpt text generation remains unreleased
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 98ced10f-fbce-4e07-9f33-2b1f92b871e0 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Hopskipjumpattack: A query-efficient decision-based attack
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6a69f476-7f8c-49f1-b60e-b5e2386240cc · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Synthid: Identifying ai-generated content
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ad0b9059-f0ed-4f49-93ca-39a23a9f8f22 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Imagenet: A large-scale hierarchical image database
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d4484c6f-2e63-409d-8ed5-9e0258cc18c4 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis The stable signature: Rooting watermarks in latent diffusion models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ba9cba58-02ad-4802-9cfc-03ae9a53fcb0 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Imagen: Text-to-image diffusion models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 69a21b32-df6b-4720-bc6b-3601ed74550f · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Towards more practical threat models in artificial intelli- gence security
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 724c87bf-0f50-4ae1-a112-520928a146b8 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Delving deep into rectifiers: Surpassing human-level performance on imagenet classification
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1fb8364a-2e99-4225-a5fb-5cd9aba10334 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Deep residual learning for image recognition
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c09b4a04-cd08-49bc-b86c-2dc38fb81633 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Squeeze-and-excitation networks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b2ba563f-b189-47be-a41a-002bada13673 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis A Transfer Attack to Image Watermarks
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc3f8ba0-4111-4ef2-a2b3-453af5f5e87e · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Huiskes and Michael S
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2fd04df9-f294-40a4-9c9e-a41404bcdaf9 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis The mir flickr retrieval evaluation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 86d8f75e-6a6b-4c96-a620-bf55c94772d6 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f49b78ae-aa91-476b-bc87-8d029e06fd04 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Mbrs: Enhancing robustness of dnn-based watermarking by mini-batch of real and simulated jpeg compression
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 36150664-cc7f-45f1-ac33-1423b4c974d7 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Evading watermark based detection of ai-generated content
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bbc6aea4-b876-47d2-9b30-85d0b61eab1d · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Certifiably Robust Image Watermark
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b4daf59-0fd8-4c87-9a08-a423a2291503 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis UnMarker: A Universal Attack on Defensive Image Watermarking
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5727f6e4-bf06-460d-90a8-c8c59946e64a · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Microsoft coco: Common objects in context
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 845c9138-3189-40ad-90ab-ea35d66a3fde · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Image Watermarks are Removable Using Controllable Regeneration from Clean Noise
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c078712-2ab1-42f7-b306-a697c05659f1 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Leveraging Optimization for Adaptive Attacks on Image Watermarks
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04a5628d-d3e3-49ef-a4f0-b8b38a2dba72 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Actions in context
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 90aa7aee-edac-4750-a4ad-5e0d4d306c50 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Midjourney: High-quality ai image generation, 2022
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e78a7fe8-af26-4ddb-bf82-86a0c5707444 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Security} is not my field, {I’m} a stats {guy
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 52e48150-8320-49c9-8b1d-273696a442e5 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Diffusion Models for Adversarial Purification
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d158ef20-09f4-470d-bff9-97f5ff707289 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Dall·e 2
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 964dda29-066a-416f-b379-c232fca7c0d1 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Zero-Shot Text-to-Image Generation
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e449f697-11ff-4697-a4f5-4b1d013ffbba · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis High-Resolution Image Synthesis with Latent Diffusion Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10a08957-5b3f-47ed-9401-ec1927d829df · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6013dded-3545-4f7d-9732-69da72b5a3f7 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0db7fbca-c64a-4742-8d5a-96086c48eef9 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c7309df0-34b1-4eb3-9409-69457090c0e2 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Digital image watermarking for copyright protection
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation eaedfbe0-e495-43b9-85d4-3f985ca87977 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Stegastamp: Invisible hyperlinks in physical photographs
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 143f2c27-51d6-4a7b-9436-64f74690e34f · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Midjourney user prompts & generated images (250k), 2022
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation aa2c0560-cf16-4484-a65a-5a05886e6490 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9883aa78-ab69-476c-a68d-fcd9b67020df · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e44f2b-5f0a-4381-95b8-5f16e4bb7b52 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eff3b9b4-6eff-4cbf-a4cf-235c42e40614 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Bisenet: Bilateral segmentation network for real-time semantic segmentation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ad2a25af-8124-481c-a4fb-c97838b425e0 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Robust Invisible Video Watermarking with Attention
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae8f99bb-3493-4f88-adbb-7685f4088f80 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis The unreasonable effectiveness of deep features as a perceptual metric
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d6ae14-3aa5-41e7-afd8-0f37fec0fad6 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Invisible Image Watermarks Are Provably Removable Using Generative AI
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deb04dac-2531-4588-b51b-9f3260199872 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis A Recipe for Watermarking Diffusion Models
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68dbc82d-34af-447a-b549-216f582b80d6 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis HiDDeN: Hiding Data With Deep Networks
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b955f3f-e70e-4ac8-a3e4-c618fbab9d41 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2a7180e0-3e10-47fb-98df-c0d832d6b020 · outbound
The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
No inbound Pith citation observations are available.