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Paper Citation Record · LEDGER

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis

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.

pith.paper-citation-record.v1
2412.02576 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:23:08.572968Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy29
  • unresolved24
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab7934f1-73cb-4a30-a327-84fcc956d229 · outbound

This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study.

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

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.578222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.293031Z digest=sha256:388532182659d7f716a6fc472627ff3850e535bf34801799d8f26d9bd6e55ac8

Observation ac986f07-6c2d-4289-a827-f152771c09f4 · outbound

This paper cites Introducing stable diffusion 3.5.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Introducing stable diffusion 3.5

Reference 2

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raw_fallback, observed 2026-08-11T23:23:09.563588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.298501Z digest=sha256:f4f8cab866bc3fdd434dbcb6541555f4d8704328377914434c40387361069f7c

Observation d2790173-df9a-4df4-9063-c7f0fb59d3e8 · outbound

This paper cites Combined dwt-dct digital image watermarking.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Combined dwt-dct digital image watermarking

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.548739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.303411Z digest=sha256:e290c383f600044b75ebba286c549bda296cceb08ad43bb1f81a13c34191e2ed

Observation 1aa8d595-1d7b-48f7-a056-e99a8adedc4b · outbound

This paper cites Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks.

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

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no resolver link, observed 2026-08-11T23:23:08.308256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.308256Z digest=sha256:d3a3b45bdc8077fc71a556102df63d0494478e16e0be5eb58d2e007566a95483

Observation 8c6a3ccd-3143-41b0-84c7-71649a7b5600 · outbound

This paper cites real attackers don’t compute gradients.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis real attackers don’t compute gradients

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.533209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.313969Z digest=sha256:1bfb226131512e8e95ece1508aebda0e5578618bb266826a8a2004c7387b74b1

Observation daf9c226-6573-48f4-b4e1-b15b222900eb · outbound

This paper cites Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis.

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

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no resolver link, observed 2026-08-11T23:23:08.318976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.318976Z digest=sha256:5f2191e21ecb8cf5577fc8ba314dc26eb83ab220aa79b7b9e7c2d063d8ca803f

Observation fb2e3c2d-aaf7-4eac-b2c3-85961b3e4671 · outbound

This paper cites Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors.

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

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no resolver link, observed 2026-08-11T23:23:08.324507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.324507Z digest=sha256:015d4728b79d191fcf9220d3668037618d0908cdad27e83bd67145186a2065cc

Observation a4c58035-43a0-4bf2-868b-32b9a67b1b98 · outbound

This paper cites Industrial practitioners’ mental models of adversarial machine learning.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Industrial practitioners’ mental models of adversarial machine learning

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.517860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.330444Z digest=sha256:b2939930e5076191b590158296682cf9a651c368cbecf8c18966a6ff3add81c2

Observation 0b3427f6-ed07-4ab8-9d89-4af9eb712172 · outbound

This paper cites Ai and the rise of fake images.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Ai and the rise of fake images

Reference 9

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raw_fallback, observed 2026-08-11T23:23:09.502945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.335287Z digest=sha256:5bfcc39cbafa0e33948a461c117635b2fca0ccd38c94e571fe5c7ba191cf5c66

Observation f5c585db-6e23-4e61-935d-81d1c183b2dd · outbound

This paper cites Openai’s watermarking tool for chatgpt text generation remains unreleased.

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

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raw_fallback, observed 2026-08-11T23:23:09.487946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.340145Z digest=sha256:365830f8734489d1de4c6a183b14799f5d40837d44939a600b1e3b041d34bc59

Observation 98ced10f-fbce-4e07-9f33-2b1f92b871e0 · outbound

This paper cites Hopskipjumpattack: A query-efficient decision-based attack.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Hopskipjumpattack: A query-efficient decision-based attack

Reference 11

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raw_fallback, observed 2026-08-11T23:23:09.472853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.344851Z digest=sha256:3f1af0343eeacaaf70deffa0fe95f29885c7b5bf90644c36096af71ade24ab60

Observation 6a69f476-7f8c-49f1-b60e-b5e2386240cc · outbound

This paper cites Synthid: Identifying ai-generated content.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Synthid: Identifying ai-generated content

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.457422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.349386Z digest=sha256:03db3bdf037969b5b5645a0ccb538879f8497228933b11807376e342924e8a63

Observation ad0b9059-f0ed-4f49-93ca-39a23a9f8f22 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Imagenet: A large-scale hierarchical image database

Reference 13

Resolution
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raw_fallback, observed 2026-08-11T23:23:09.442728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.354288Z digest=sha256:5cf3aa0972cc67354876ace2d2810c959d8bd81f1f81866efd6fb6d8e307fb2c

Observation d4484c6f-2e63-409d-8ed5-9e0258cc18c4 · outbound

This paper cites The stable signature: Rooting watermarks in latent diffusion models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.427561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.359784Z digest=sha256:33a3da482d4a6c9a283b7f3a22018d58ed8ec83f1fe1d493250689db7288c0f6

Observation ba9cba58-02ad-4802-9cfc-03ae9a53fcb0 · outbound

This paper cites Imagen: Text-to-image diffusion models.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Imagen: Text-to-image diffusion models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.412089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.364513Z digest=sha256:1791236183e66ad0916ff04263e9ef31954479b5abf7c533a38036379fdfd428

Observation 69a21b32-df6b-4720-bc6b-3601ed74550f · outbound

This paper cites Towards more practical threat models in artificial intelli- gence security.

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

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raw_fallback, observed 2026-08-11T23:23:09.395495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.369059Z digest=sha256:ae50d00c5f11f01f2ce7a0936dbc6eed4575389ddd601fc26109ec18a55cf2f2

Observation 724c87bf-0f50-4ae1-a112-520928a146b8 · outbound

This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification.

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

Resolution
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raw_fallback, observed 2026-08-11T23:23:09.379642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.373533Z digest=sha256:03e8589d6c20797940f986f6194a5ef940d9133f21297d893b2440d684029a07

Observation 1fb8364a-2e99-4225-a5fb-5cd9aba10334 · outbound

This paper cites Deep residual learning for image recognition.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Deep residual learning for image recognition

Reference 18

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raw_fallback, observed 2026-08-11T23:23:09.363267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.378126Z digest=sha256:ac5dddae36b77f96d2ae86f406b7f456509a5d0e3784a2fbbce73b14e7b989e9

Observation c09b4a04-cd08-49bc-b86c-2dc38fb81633 · outbound

This paper cites Squeeze-and-excitation networks.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Squeeze-and-excitation networks

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.347188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.383118Z digest=sha256:366b8c6966c23a5715ff904a42f56f682ed6f39511338a079bff725de295394a

Observation b2ba563f-b189-47be-a41a-002bada13673 · outbound

This paper cites A Transfer Attack to Image Watermarks.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis A Transfer Attack to Image Watermarks

Reference 20

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no resolver link, observed 2026-08-11T23:23:08.387934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.387934Z digest=sha256:998b87820ebd90ffde0dbc812456394204f05df503290eeb910bc33c6c4ccfbf

Observation fc3f8ba0-4111-4ef2-a2b3-453af5f5e87e · outbound

This paper cites Huiskes and Michael S.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Huiskes and Michael S

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.331394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.393212Z digest=sha256:0870365a69940511fccd77ee25e7410e85ec5d57a05391103ec8ad7ece89a9e9

Observation 2fd04df9-f294-40a4-9c9e-a41404bcdaf9 · outbound

This paper cites The mir flickr retrieval evaluation.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis The mir flickr retrieval evaluation

Reference 22

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raw_fallback, observed 2026-08-11T23:23:09.315386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.398670Z digest=sha256:6e139abc35deee950e2417c6b31d73bd199eee0d51cdc3926c2a1a09ac0205c4

Observation 86d8f75e-6a6b-4c96-a620-bf55c94772d6 · outbound

This paper cites an unresolved cited work.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.403679Z digest=sha256:88e74f63a8df88e98cc118709ffabb3ea288d6f7f8e34e76b313789f0b70ed42

Observation f49b78ae-aa91-476b-bc87-8d029e06fd04 · outbound

This paper cites Mbrs: Enhancing robustness of dnn-based watermarking by mini-batch of real and simulated jpeg compression.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.284176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.408214Z digest=sha256:f94c8789c0d0549c8026b545d817ce1ec2744f3fa0a4f9b49822270caa55eee7

Observation 36150664-cc7f-45f1-ac33-1423b4c974d7 · outbound

This paper cites Evading watermark based detection of ai-generated content.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Evading watermark based detection of ai-generated content

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.268318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.412784Z digest=sha256:a14ab927f2f5c63e4b3dd88c14aa1451f7a87a757358bbbaa72f1480a4116581

Observation bbc6aea4-b876-47d2-9b30-85d0b61eab1d · outbound

This paper cites Certifiably Robust Image Watermark.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Certifiably Robust Image Watermark

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-11T23:23:08.982793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.417541Z digest=sha256:7bfbe538fe402bd688cc07ec4fc908a2d50c3ca84455c4e1d97163e156495100

Observation 0b4daf59-0fd8-4c87-9a08-a423a2291503 · outbound

This paper cites UnMarker: A Universal Attack on Defensive Image Watermarking.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis UnMarker: A Universal Attack on Defensive Image Watermarking

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T23:23:08.423755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.423755Z digest=sha256:fd361919c41c28cdc52e0b390c87fc21266dee6094b4487af6f57a1298e7cd1f

Observation 5727f6e4-bf06-460d-90a8-c8c59946e64a · outbound

This paper cites Microsoft coco: Common objects in context.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Microsoft coco: Common objects in context

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.253045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.429524Z digest=sha256:89ca61271fe0732886473d11c7d83cc3adc803510eabf73e26f6c8e95104cd13

Observation 845c9138-3189-40ad-90ab-ea35d66a3fde · outbound

This paper cites Image Watermarks are Removable Using Controllable Regeneration from Clean Noise.

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

Resolution
unresolved
no resolver link, observed 2026-08-11T23:23:08.434973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.434973Z digest=sha256:311902ac592a865c392075378f669e412e810aed88c3f95eb5dabdba20ccd421

Observation 2c078712-2ab1-42f7-b306-a697c05659f1 · outbound

This paper cites Leveraging Optimization for Adaptive Attacks on Image Watermarks.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Leveraging Optimization for Adaptive Attacks on Image Watermarks

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T23:23:08.440852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.440852Z digest=sha256:e6980531132facd2335e9d1dc4d745dc5274180d42018123abb5d378a45a01e5

Observation 04a5628d-d3e3-49ef-a4f0-b8b38a2dba72 · outbound

This paper cites Actions in context.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Actions in context

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.237314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.446173Z digest=sha256:6fd0805ea8cea99567f03a3f2ce8ad4518508d5ea4064b03bd07f2ca1ba038c5

Observation 90aa7aee-edac-4750-a4ad-5e0d4d306c50 · outbound

This paper cites Midjourney: High-quality ai image generation, 2022.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Midjourney: High-quality ai image generation, 2022

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.221560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.451014Z digest=sha256:b89d9e378a5303dfef0afe017ed8eb989ea6b23128e15a680968d998e8f5a1ac

Observation e78a7fe8-af26-4ddb-bf82-86a0c5707444 · outbound

This paper cites Security} is not my field, {I’m} a stats {guy.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.204742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.456381Z digest=sha256:03b3ab72ee8ff3acf4f1671d12d32deeb8e2839d64543ca8ac22d9195cf10de6

Observation 52e48150-8320-49c9-8b1d-273696a442e5 · outbound

This paper cites Diffusion Models for Adversarial Purification.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Diffusion Models for Adversarial Purification

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T23:23:08.461957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.461957Z digest=sha256:3f3900e83104e943201f81be0c2419efb03676ec5fb055ac34c6c6865edc2afa

Observation d158ef20-09f4-470d-bff9-97f5ff707289 · outbound

This paper cites Dall·e 2.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Dall·e 2

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.188422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.467741Z digest=sha256:6f97e66dc1f6489982dffa7caabeaeb2538cde0c4b09ee56fa12282e0d41f2c6

Observation 964dda29-066a-416f-b379-c232fca7c0d1 · outbound

This paper cites Zero-Shot Text-to-Image Generation.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Zero-Shot Text-to-Image Generation

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.472627Z digest=sha256:8405eb3813deca60cdb27078f6a8ac2064a8cb5454441d2ce49a72f7ab64537a

Observation e449f697-11ff-4697-a4f5-4b1d013ffbba · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis High-Resolution Image Synthesis with Latent Diffusion Models

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.478405Z digest=sha256:465e01e452f11bce7f00c2d75f433056e17b233e2972144b5e4fa53773cd166f

Observation 10a08957-5b3f-47ed-9401-ec1927d829df · outbound

This paper cites Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks.

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

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no resolver link, observed 2026-08-11T23:23:08.483408Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T23:23:08.483408Z digest=sha256:d6975784537151c8a6efbc77a6a5e99130f70bb6b92137c1be9c9efd960ca654

Observation 6013dded-3545-4f7d-9732-69da72b5a3f7 · outbound

This paper cites Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding.

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

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no resolver link, observed 2026-08-11T23:23:08.493658Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T23:23:08.493658Z digest=sha256:c060197b8dd96b9455a803f8baca0c33820e5469d316b835338b340aabb32f66

Observation 0db7fbca-c64a-4742-8d5a-96086c48eef9 · outbound

This paper cites an unresolved cited work.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-11T23:23:09.170781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.498271Z digest=sha256:3ae0fe85d6741a9e6b27dd19b69b9e02aab17ea840ab91368dc0c1b30f043789

Observation c7309df0-34b1-4eb3-9409-69457090c0e2 · outbound

This paper cites Digital image watermarking for copyright protection.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Digital image watermarking for copyright protection

Reference 42

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.155197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.503061Z digest=sha256:cb8c71f276dd80486f32ba3ec55f02b073ce0185e80173fa98e0e97cccb14b17

Observation eaedfbe0-e495-43b9-85d4-3f985ca87977 · outbound

This paper cites Stegastamp: Invisible hyperlinks in physical photographs.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Stegastamp: Invisible hyperlinks in physical photographs

Reference 43

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.139016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.507811Z digest=sha256:65427820ccf39aa2aca7d74590c4822990b7401b8792056facb469091485d044

Observation 143f2c27-51d6-4a7b-9436-64f74690e34f · outbound

This paper cites Midjourney user prompts & generated images (250k), 2022.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Midjourney user prompts & generated images (250k), 2022

Reference 44

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verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.123199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.512680Z digest=sha256:13dc8061a1825f16fd1f28bfd87324ca90617d9b509d934bba6e5d6b90a8e56b

Observation aa2c0560-cf16-4484-a65a-5a05886e6490 · outbound

This paper cites DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.

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

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no resolver link, observed 2026-08-11T23:23:08.518119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.518119Z digest=sha256:c231ebfc98511c9d51003cb3ca50439bdd0c76f5b77368eb9b3c769fd0372d94

Observation 9883aa78-ab69-476c-a68d-fcd9b67020df · outbound

This paper cites Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust.

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

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no resolver link, observed 2026-08-11T23:23:08.524166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.524166Z digest=sha256:80a625b3b61875de1b06c12fd2fcd2c02577e2300e1b899b5cef1850d6789153

Observation 34e44f2b-5f0a-4381-95b8-5f16e4bb7b52 · outbound

This paper cites Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?.

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

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no resolver link, observed 2026-08-11T23:23:08.529243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.529243Z digest=sha256:6677fea0b3ab46fe12d678caa5c990130e479cf39f1c998de59c03ba91393a2c

Observation eff3b9b4-6eff-4cbf-a4cf-235c42e40614 · outbound

This paper cites Bisenet: Bilateral segmentation network for real-time semantic segmentation.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:23:09.106195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.534236Z digest=sha256:5a1ca7e5bcff46497bf3440953391a19f1cfd74dcbe4aef4c5faacbb44ad155c

Observation ad2a25af-8124-481c-a4fb-c97838b425e0 · outbound

This paper cites Robust Invisible Video Watermarking with Attention.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Robust Invisible Video Watermarking with Attention

Reference 49

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unresolved
no resolver link, observed 2026-08-11T23:23:08.539207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.539207Z digest=sha256:f5fdd35433ec4171375338eab48287f68e6d0622dd807a211d4fa895005f4127

Observation ae8f99bb-3493-4f88-adbb-7685f4088f80 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

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

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no resolver link, observed 2026-08-11T23:23:08.545185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.545185Z digest=sha256:6f808831ccbbf458a3425ea41efa24c6eb29545d19aa71afd636436842ba0185

Observation d0d6ae14-3aa5-41e7-afd8-0f37fec0fad6 · outbound

This paper cites Invisible Image Watermarks Are Provably Removable Using Generative AI.

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

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no resolver link, observed 2026-08-11T23:23:08.549834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.549834Z digest=sha256:021b566ada721b47bb4dbdfa688d4554900d39a974e2b6fb0df700b19b5df3e0

Observation deb04dac-2531-4588-b51b-9f3260199872 · outbound

This paper cites A Recipe for Watermarking Diffusion Models.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis A Recipe for Watermarking Diffusion Models

Reference 52

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no resolver link, observed 2026-08-11T23:23:08.555496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.555496Z digest=sha256:93506e0f1d9ce798362de0d4902156061a117f1c4c944d2b6e27e33f00b0a53e

Observation 68dbc82d-34af-447a-b549-216f582b80d6 · outbound

This paper cites HiDDeN: Hiding Data With Deep Networks.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis HiDDeN: Hiding Data With Deep Networks

Reference 53

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no resolver link, observed 2026-08-11T23:23:08.561494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.561494Z digest=sha256:35e26a9c453d7210fb6cbb271b390d9661faa90494aab0ac50ee1d519ebab07a

Observation 9b955f3f-e70e-4ac8-a3e4-c618fbab9d41 · outbound

This paper cites an unresolved cited work.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:23:09.079101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.567866Z digest=sha256:0e8337f552a2d0117187338b3a2dbffd402d0ba7d69a9c9b58785ecadabdad93

Observation 2a7180e0-3e10-47fb-98df-c0d832d6b020 · outbound

This paper cites an unresolved cited work.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Unresolved cited work

Reference 55

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unresolved
raw_fallback, observed 2026-08-11T23:23:09.064117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:23:08.572968Z digest=sha256:383575145eb36ebe1bb21a0626a440ebaf119a213cda1664d3d2796cc2b33382

Pith citing papers

No inbound Pith citation observations are available.