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Paper Citation Record · LEDGER

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 6 inbound Pith citation observations for arXiv:2412.03283.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.03283 v3

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:39:49.317805Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:42:18.360764Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:26:30.543886Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact2
  • verified fuzzy24
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e1220fc-48fa-43e3-b750-a560e0fdb361 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:54.904971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.584273Z digest=sha256:66e097afd8568837430a46727a0975b9f931692feeecdbbae59989ae49da06ee

Observation 47ae7389-c90b-42fd-8f73-13042c6233a6 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:54.745887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.600120Z digest=sha256:5df752186ba845a47df72e355c3b454423c3cba91d747a6dff5c2ac16e2d194d

Observation 3aa4d293-deed-4fe5-b07b-b093b798b849 · outbound

This paper cites Bartz and K.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Bartz and K

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:54.614745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.624291Z digest=sha256:23a71f9485f88ce73d51d5896191712effa9a29417b305b78423dfd02643214a

Observation 9b35b9ad-817b-4a42-bfa3-cb99f3545b69 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:54.464798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.664751Z digest=sha256:727a2d8d826ed6b97d94082e11d1087ab80ea145628fbf29327e2c0550985f5f

Observation 581580eb-9697-4ed3-a38c-97eebc5283fc · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:54.355823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.714754Z digest=sha256:3bc639296b10eeaf71e8f0a6e57a39b56312f0a9edc1e34166e60c514c0557c0

Observation bfc1cf7b-877f-49e3-9e61-10fa9a6a3fb9 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T22:39:48.722734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:39:48.722734Z digest=sha256:5af1c1eabb248af3ef3932f2ca9210203cb8cb407394853fe550238ba1bf2324

Observation 44ee78e3-3d2f-46b6-9c7c-07fae8f1d16e · outbound

This paper cites WMAdapter: Adding WaterMark Control to Latent Diffusion Models.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models WMAdapter: Adding WaterMark Control to Latent Diffusion Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T22:39:48.731822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:39:48.731822Z digest=sha256:7245db37079b6ab55776b2cd53f805bb7901f09c1a864e8af64a69e1da3cdeb6

Observation c2dc7051-f562-44bd-b71d-f1ddfd76dfe5 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:54.224824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.738145Z digest=sha256:c733904ee1859f7e174c0a3a47f171dd0756d896c3dcbc33de4c0c9b4e8eb6b5

Observation ae33105e-b87a-4469-b8c3-a23d3a1815bc · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:54.111995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.754746Z digest=sha256:98b2ae67fcf673184fdfab06d1d23763bdf8674e0e18af22b9916d55c5370f8c

Observation 24c0884d-3544-40de-9325-23fcb6086b82 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:53.994833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.781339Z digest=sha256:b37efe80e9f29b795ebbd2ef90ae59d68d2d2ab4ac0c4a9d9c4eefc24550d523

Observation a582f360-dad1-4b46-99b6-05f0bd72f7a7 · outbound

This paper cites Artificial intelligence act: Regulation (EU) 2024/1689 of the european parliament and of the coun- cil, 2024.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Artificial intelligence act: Regulation (EU) 2024/1689 of the european parliament and of the coun- cil, 2024

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:53.871452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.788090Z digest=sha256:6c16a0c7f618fe4d1479cef8cac93c80d0a5f7018d888c2c635f1f11b8478cc2

Observation e0c95fea-8685-4386-8e55-2bdb72823506 · outbound

This paper cites Facing reality? law en- forcement and the challenge of deepfakes.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Facing reality? law en- forcement and the challenge of deepfakes

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:53.776140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.800600Z digest=sha256:68b86b1689a8c7b22ffbc3f08c4e52863e6bf4e7fe4ef38401cf21480179ac18

Observation bc4a14a7-9cd3-40fd-b9b8-bf15db8d4595 · outbound

This paper cites Fernandez, G.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Fernandez, G

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:53.666892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.809438Z digest=sha256:cd5f708eb06724fd8110d72bd1d79dcf92ff5f80ab09b52c1fd08fe682632095

Observation d04d2cd3-f904-45c7-9825-45d2f00e8bfd · outbound

This paper cites Gokaslan, A.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Gokaslan, A

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:53.528414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.820283Z digest=sha256:1e29676c3e03c9282aa81907e93141cfecf3ad4bfc5b07d8e1caab403f13042a

Observation e6e43c4c-7f2b-472e-968d-cd8db2d4b827 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:53.414842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.826847Z digest=sha256:09ad64788908a36de59693b356d282a2d6550bf6703b29ea466b5ace1245ae4f

Observation bd4ba89e-40b6-40f0-b3dd-9bf0b35c4ca7 · outbound

This paper cites SynthID: Identifying ai-generated con- tent with SynthID.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models SynthID: Identifying ai-generated con- tent with SynthID

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:53.294834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.839033Z digest=sha256:27b6e43ba84c5b211df3a14dd635497dc73beaa4ef064c9f202325aa3a464698

Observation 516e808d-04cc-4b43-81ce-8082ab04ef70 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:53.155794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.850734Z digest=sha256:eefd0048593e1a51cee95d18dee1a7dd92c4b7d1da1cb2a870f370647cded777

Observation 814d2542-e9b9-4422-a167-37a57cbcf8a1 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:53.034747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.858068Z digest=sha256:d2077f3cf4c8b8762b4ca0cf39bdaefac03a24e8480864e77b7b11a2833203dc

Observation e44c9acf-3e01-49ea-9cc1-e3ca434687ce · outbound

This paper cites Stable diffusion XL repos- itory.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Stable diffusion XL repos- itory

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:52.884828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.867241Z digest=sha256:8331f9bded90e0c92c703ae26109fe74ccc7f2547d9807afa7d6d3dc8d90ef05

Observation bc1e9b2b-5c21-4338-bfb3-bfaf166d50c4 · outbound

This paper cites Kinakh, B.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Kinakh, B

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:52.704755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.877906Z digest=sha256:325596720f77b77f8c358bed9fce3e04071555a61dc37921752070a6b703df5b

Observation 0a781800-f696-441a-af46-9b155de8da3c · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:52.514393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.894745Z digest=sha256:ccd6f6b6d2451b6ddfcb3c4dd28b2984e8b53f3894cf2f347c313c96698e7563

Observation 0b65734e-798a-4e9b-ac27-fcd112092ee4 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:52.401425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.904503Z digest=sha256:e47b88d492fc01962be06dae2b3a4f30cf2fa7325ff6cf1031e60975b4c9363d

Observation b2e1600e-398e-4b37-a6ae-3553c30705c2 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:52.362028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.910927Z digest=sha256:b4634732ec9377554a235809af254dff02161b4b68d3cd99a064d607745dd36f

Observation 03cc3088-bb8b-499b-a11a-ac9c401eb30e · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:52.321672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.916854Z digest=sha256:5bd973632f1a2fca80be609f1ae09cddb68137429569da127dbd62967bef415f

Observation 4da7b044-115a-43a8-82c4-5f3c6ae07d42 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:52.264745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.929099Z digest=sha256:4add35d4261055399346f8a881dcc52fa60f5b8be6274f31b866578e86243751

Observation 73dfb124-c363-472b-aae0-a6ee89dc7a62 · outbound

This paper cites Lukas, A.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Lukas, A

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:52.204288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.937301Z digest=sha256:df38407c62af36825085138428b31e54ea2936ca8d710193509bb99d40de6984

Observation d2fc344a-0a71-4637-bb1f-cb4d4f0a7d4c · outbound

This paper cites Mokady, A.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Mokady, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:52.154856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.950379Z digest=sha256:df72db49e50c313a5fab6bf2f935a21a14916472404294c91aae93d1e651d577

Observation 9240b89d-3f9f-40f7-bc4d-70200c4f9d40 · outbound

This paper cites Peebles and S.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Peebles and S

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:52.116572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.957445Z digest=sha256:c749d0569f8711e6ea2c9a30ff4383dc644fd6fc64631caae29c0c532161ad76

Observation f97256e4-741f-494c-8eea-edcb02ad2f3e · outbound

This paper cites Podell, Z.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Podell, Z

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:52.039158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.965484Z digest=sha256:e50481f7b0f05a555f6d8a98213b9341fb25321231e1256ea79a87bfd17bcc60

Observation 40f14bd9-25d3-43a1-a599-efb8584576d0 · outbound

This paper cites Rombach, A.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Rombach, A

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.976620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.987275Z digest=sha256:f551440b4958f1afe727091bc543f16422ac8880d1d298eab024495835033eb8

Observation 0d42c61c-23cb-4d4d-8b69-870bb01447a9 · outbound

This paper cites Russakovsky, J.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Russakovsky, J

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.916742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:48.999519Z digest=sha256:0dfc5d9dd0201cff0a53b9570d4948b465ccb7f12146632bb76411d44ea41a92

Observation 5bce4f36-cc2a-4e60-b7bc-eb8b6c0c10f4 · outbound

This paper cites Saberi, V.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Saberi, V

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.843393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.008787Z digest=sha256:ce478549592c9b24ae3818f88d36ff443107c405d866e936bf7b74a7bc3f2b1d

Observation c41619e1-b3a7-429a-96fa-315815ed4ce9 · outbound

This paper cites Salimans and J.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Salimans and J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.794753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.021077Z digest=sha256:0708b6dcd028cbfa134bd53d741270ca1d01fa962d135c666ac854e8d4a2910e

Observation 994f959a-72b8-41a2-9dfc-9a7eba01ea07 · outbound

This paper cites Sohl-Dickstein, E.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Sohl-Dickstein, E

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.661512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.031969Z digest=sha256:2b8d812c00e85a70fd79b47673e66084fa1fa7cbbc269d76409ac9c4e2b019c4

Observation a8f5d47e-0c1a-4103-88a3-3859597d91fb · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:51.536091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.074750Z digest=sha256:7bb30e84ad11ec91a093bdedd3de32cc9c435c1c5f070f2457a6e9a0ce855ac9

Observation 2d05f7cf-888d-4a7c-b66c-f7bbd6da57ed · outbound

This paper cites Song and S.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Song and S

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.439501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.108543Z digest=sha256:e138958c1a543d3341ab5a6b55cba1510a106052f9c3b2358a9bdc3657977f53

Observation 92684658-a98b-4599-a5f8-a3d293d5a6e4 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:51.304777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.119813Z digest=sha256:c570898d0dd6dd79e6ab3eeeec6c6c329ca3b9ee0c5083162e9edd2cea8acd9b

Observation 9fbd435d-020f-474d-b306-9ccb6534f1ea · outbound

This paper cites Tancik, B.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Tancik, B

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:51.156232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.128983Z digest=sha256:73b70b1dcc4f6476dbd4c992b7eb7165ab88889edc8def96c314365dada8d61c

Observation 0380d837-65b2-43d1-8094-46bbb950e7aa · outbound

This paper cites Towards A Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Towards A Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-11T22:39:49.635890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.137817Z digest=sha256:2f9b1564e2222b307fcdb9e1fe39a63d9f97da579a9bedffa1d1177550b34b2f

Observation 649a53a3-e7b4-4a7d-87eb-4432cfe1c00c · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:51.052214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.172121Z digest=sha256:d68151bae362e24124d04794b8039a7e83e62d675008b6364c8cffb9c9f60b3f

Observation 407b92bc-e24b-451c-8cf5-0f9b58f7f332 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:50.944932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.180866Z digest=sha256:fd62b02f8ae661d866223c197b32954199e55111f42a3f708a151f9e53d96cec

Observation 4edee8e7-0e88-4e1a-89cf-474440480e8e · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:50.814757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.188164Z digest=sha256:706d241431168dd41f25d3db617ad4d248267925bd27ee27b352ddc2b23530d7

Observation f97ae582-6863-42a4-9376-c7c1684c30f6 · outbound

This paper cites Xiong, C.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Xiong, C

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:50.684750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.209938Z digest=sha256:932efb19b67b8f7892a6fed819e33df7198db1ab48254d46853fd7c91b5ebc3c

Observation 78ce710c-75ed-45ce-a2aa-733f37e76793 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:50.545058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.226889Z digest=sha256:88a90b07356705009dab3be366614944218b646ba12bde30075257daaa8d8ccd

Observation 052a7ef3-da2d-4873-9e8a-b3719356cc69 · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:50.404759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.235295Z digest=sha256:0cf17da83aa96b448d533f634c312583ec33c48c96fabcf909c73d7933c75e41

Observation bbf2aa9e-0e9d-46ca-91fb-8a5498e8beea · outbound

This paper cites Robust Invisible Video Watermarking with Attention.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Robust Invisible Video Watermarking with Attention

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T22:39:49.242476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:39:49.242476Z digest=sha256:1d6516fe610da4b26030b7496334484df59412726739666a9fcda00523f73207

Observation 656056ee-b8a2-4af1-a78b-dcf349c11091 · outbound

This paper cites Zhang and Y.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Zhang and Y

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:50.270857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.252868Z digest=sha256:302ddf2619ed9e42ffb6b2184dd22f4fd0944643ae48bfe2782f277f3720e824

Observation b9e057d4-2dd9-4719-ace8-a56890a63b4c · outbound

This paper cites Zhang, P.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Zhang, P

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:50.134758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.276388Z digest=sha256:ae8d135581d748e49b7069642c78c9d0787756668ebb348dc8e2ad778edbca2a

Observation 0f70b039-b3ea-413a-89c0-5389306f76db · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:50.003898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.284634Z digest=sha256:0d23f6ff9b944443af79f5a87c1a5b3701f7d789a6b886140d5588a2a5af30a5

Observation b1e24760-6d5d-4ae1-9a61-2f0c310b7f7e · outbound

This paper cites an unresolved cited work.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T22:39:49.898575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.293368Z digest=sha256:44b88b14e456100eeb406cc6fb77dbdb4270a7d78eea2f5ff927e22ba82b0458

Observation fb34bc3c-6944-487a-8c13-6217269ae5f1 · outbound

This paper cites diffused.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models diffused

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:49.830720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.299274Z digest=sha256:b70500b477cdebcb89ee827d6d750888a0dca1d350f35416fec032bcec956603

Observation 1cabb07e-f18d-491f-a57c-7978dedb2d75 · outbound

This paper cites With FLUX.1 as target model, the baseline outperforms our attack in terms of detection rate (of the forged watermarks).

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models With FLUX.1 as target model, the baseline outperforms our attack in terms of detection rate (of the forged watermarks)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:39:49.724760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.309613Z digest=sha256:78305d337af73aab8eaad640e2c2826c0e48af33ef308cb31542ce684f308508

Observation 9912ee50-c421-4c6d-aa84-22225884aae7 · outbound

This paper cites Reprompt.

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Reprompt

Reference 53

Resolution
verified exact
raw_fallback, observed 2026-08-11T22:39:49.502442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T22:39:49.317805Z digest=sha256:9f4bebc825d0911f049306e2a8f31004ffbdc3065d40cd0b76012be5d2ca06dc

Pith citing papers

Observation 1e841f60-0cdd-4434-85a8-bcd54b2acc18 · inbound

Gaussian Shading++: Rethinking the Realistic Deployment Challenge of Performance-Lossless Image Watermark for Diffusion Models cites this paper.

Gaussian Shading++: Rethinking the Realistic Deployment Challenge of Performance-Lossless Image Watermark for Diffusion Models Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-16T11:42:18.360764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:42:18.360764Z digest=sha256:b594fd295b255051ff1b6a550c13631b83f4577a03bd52663ed525f55e60807d

Observation f2dbc90f-b753-401c-a933-bfebb1fbba9c · inbound

Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image cites this paper.

Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T05:58:22.621647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:58:22.621647Z digest=sha256:1991e6e1e484d5209a22feb6990b5ddfb37c4e32f4e455f965ecb8b616970950

Observation 6ae43620-8584-4628-bb24-c373caff72c1 · inbound

Towards Robust Content Watermarking Against Removal and Forgery Attacks cites this paper.

Towards Robust Content Watermarking Against Removal and Forgery Attacks Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:26:00.881783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T18:08:01.503806Z digest=sha256:13fe1a994eabe05b78f311978b38533aba2b5a83b63835e683066fb4e89fd373

Observation 4cd8beff-b338-4cdf-94d8-7f5832afeed9 · inbound

Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal cites this paper.

Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:30.547521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-12T02:52:30.959641Z digest=sha256:303146e1eb58fff901f7e6a805712c0e1c9b2ee029254f7c3061a6bbdc8e5dad

Observation 71ced49f-7f09-4f41-ae4a-6c2042eb7e06 · inbound

FARI: Robust One-Step Inversion for Watermarking in Diffusion Models cites this paper.

FARI: Robust One-Step Inversion for Watermarking in Diffusion Models Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-30T22:58:40.851863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T22:58:40.851863Z digest=sha256:718d2cd74af19a3f80923542c85769b13f5887a7b1ebb5eef66c2dd7ea3cecfc

Observation 5ecb63e7-d248-4f8f-b56e-d3806f52a128 · inbound

HaloMark: A Spectral Threshold for Embedding-Vector Watermarking under C2PA cites this paper.

HaloMark: A Spectral Threshold for Embedding-Vector Watermarking under C2PA Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T04:35:54.992305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:35:54.992305Z digest=sha256:012dbac5c2972e618df57ffda498058f5bd39942bd1c5ab29a53de012ca0e532