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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.293031Z digest=sha256:e3c18891e8cec1a769b8c1a4a630f4fb7d86110a5aa53dc066d3ddd8cc024400

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.298501Z digest=sha256:884af23515807d94959bd1a97904e06094443fb68b5c134b5b83b5cd0e305f57

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.303411Z digest=sha256:8e72967cc5d58fb7d4071304e591a3699b503b325ce9e182ae14798b8d362a6a

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=sha256:2a1f39a8348c66149187484c28eb42ef4943b4be3e732eb4c5a207be264ded22

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.313969Z digest=sha256:77d6dfc78485b331c374e28f7c8917cd5d88df60bb8c1faeebebcddf5f81bb2f

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=sha256:13330c56f7905f581ee2d3f238133ebcc634052698346280036f73ed458c5474

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=sha256:85211942f303d33d8758831094cd5b55cc2ea026cb5fa65f093bf4586e692faa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.330444Z digest=sha256:0aedeba0e460fa23b4fafd4c801f934d761b02bfaafc5cc9826b770cda8c621b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.335287Z digest=sha256:1702c3d6953af80fd50e6669dd33c719500955fd284ce3c3888d4ae9579a8760

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.340145Z digest=sha256:e664c44e2734cfa2328f47136c66e10412e25191c2714ef131da01bc77ae5b54

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.344851Z digest=sha256:49e7843e2078d424274c562197c2a3505f4d817ada60921b5b83dd532500c88d

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.349386Z digest=sha256:33314bbb2231051d7d404ad382ec1b318c251e5b0ab02922fc13ec2556f5b6c2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.354288Z digest=sha256:e91292467b7fde4e3e62434352d19d05a18b7efe1290a4740618665913ccce4e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.359784Z digest=sha256:ed4b62f91e4956783653a5ec7a9881dcf11aea624a5460ca98ada48f27ea4cef

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.364513Z digest=sha256:3c04c0348bc1fd69e6cae0b9d1dcf577d8149449d4e39ed249e71d64ba562d5d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.369059Z digest=sha256:e0924203eaa265aae322eae53a9f80429cb421133cfcf0851d8811eebbbee3f8

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.373533Z digest=sha256:12083da3b98ba5522bab349ea679f2a25556f5d5dfa2ba856423824fa3b0d5ef

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.378126Z digest=sha256:1b357d9efe202647026929c1556431f40ba48b3084bb049f17f34ac10f25c057

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.383118Z digest=sha256:2f4f51f5a31c23a9ca73a440b972bfd269427a1f6a8269361134fca57d257aaa

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=sha256:3501e0db7fb11ea62ed3ecd39fc20294d726e836cc3156ba648c2d69d19a6c51

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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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.393212Z digest=sha256:e6db9d0279beb65855f46cb16df5b4b48816582d13f588fed369326e5487b614

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.398670Z digest=sha256:211ee67f9816ecdcbd1445de380fbfdee5da66bb8e8c52f09c0279c5b81c7a2e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.403679Z digest=sha256:fcfe1fa22b47420bb35cfbe0574fa03e7ed86b7b6d065fd965e8cea92467b8f0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.408214Z digest=sha256:d49d9b2ce96f2ea59ffa74fa9afe580088ef53847c95b9af140a8aa8b6d08caa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.412784Z digest=sha256:b59207d61a1063f03e3325959b6d261a1d75934b33dd4dc2556ee87ed1f55d65

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.417541Z digest=sha256:51066b0efeb9f086c098f0db50e6c818de969184de4edbbdcb110b20d87c727b

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=sha256:78de633ab335f9f8aa937e9eace8890479b7b903087fa1f3e0831fa6b9f48741

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.429524Z digest=sha256:388a47ac19186e0f3a090a669ae3375280f911359e2f6a8c8a488ea521c572e1

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=sha256:07e79abfaf319c79a3cd6c782c6ebf16e63e38f58414be447382616c4ad26c28

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

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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=sha256:0868e4b3be21363788e568e13404ac5e3e337a9ed96a64100879e53c8e8e4c54

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.446173Z digest=sha256:4e52ee34aff8682b07fbb94eb254c3985bb294af75410ccc96dbc1b3f9791ec6

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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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.451014Z digest=sha256:7d9600a66c17cff44bd4bc260f93740de199b734a780448be685e8a1dccf8e65

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.456381Z digest=sha256:f1d1d09b30a6ccf137ac212247819f376ca7246de91a91e9f0dfde854561fd0b

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=sha256:3628a28a8a003aea28bd4c9ed38dfc9e876562fdf9c81b39f6aecc2dbe46cbde

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.467741Z digest=sha256:a0b6dcd86d2a827660f530f5333a2fe8e6d112e889e8df4c5ebdade8fe7ffd19

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:a43563d79a5404067f340154c1cc51ed78b077651d381fbbdb17829af73631e2

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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no resolver link, observed 2026-08-11T23:23:08.478405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.478405Z digest=sha256:972327727f59e8ad9e1508a8f5afe77f37b08af79e17eb895a4f6afdca3a1c9d

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.483408Z digest=sha256:ac82b8a8b39bb106cb4e323cf237e6d4cc2397d098fdcd2448f47ba91804dd80

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.493658Z digest=sha256:f1416fb04c63f3489e1c2c2591acdf3a5fe2a68500a63d15774e9ffaca134a7e

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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unresolved
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.498271Z digest=sha256:bf5d26e9bd834075253e05be3c0643430dad31ac87d1e75662ba011c466c9713

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.503061Z digest=sha256:f71827449f3e7a8ff744a8d8e27a9137ef57a8771ec61f2324d4ff92c6cfe823

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.507811Z digest=sha256:a0a92ebf19d0e5ad6e5dc9de3dfd3b59f9fcec46a567be92169614987c44f5cd

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.512680Z digest=sha256:c06bd3bbd8e41c2bda24a30f06029805d72893c74c8132ae997380e96d0e37df

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=sha256:12dcb4f4c3887628f9fbbd5d0089eb8ba52a9375fbbd247ffe3eb4fda53af629

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=sha256:2218f9246f5269ff9b60d905c0630e806fed4afa29fe28f374bc82831f335f61

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=sha256:8dd81c4464b8475ca7dfd7f8083ff0410b994bdef0f0e5c69716ef022b0d9b5c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.534236Z digest=sha256:a5d7c0fd93ce478bf59b803ce69d4f68c8fa75ec758f101ccdaebdad96a00fc4

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=sha256:0406deb8d1a0782e0e86acd7ffba1e2a7ed999806c655f47e2d895b6585eac52

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:c64fb99a778a75da5b332a10ba01fd192765e58750511fe5d943cc715a032fce

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:cb8c1006e8da97fe951197c99b1a524ab6914e4a6366c09a598fe70e86ff0ff4

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=sha256:61e544a3d23abdae8d24981ea74061172a12ab7bdc4366112e8a2fc3e513160b

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

Resolution
unresolved
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=sha256:0e188c081bae0580b6f40557ba52d00be05cf087fa0e6cba73af1c65325f6150

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.567866Z digest=sha256:c76d395fe79a85d58e112eec95b9e7d1e2d44bc14b844cf93fd2bb43b5ffde05

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T23:23:08.572968Z digest=sha256:0f30b90f8a6f7a08eff8b7ad765015dd3f038a28dce522b8759c2225938b9b18

Pith citing papers

No inbound Pith citation observations are available.