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Paper Citation Record · LEDGER

Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

As of 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.584273Z digest=sha256:23ffb42a452dea8f6c4bc0a0be2d66419490ac7b1d45a6d5e37e430e97c7671f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.600120Z digest=sha256:a3df19e5bd8f97426dcd2a5a5bd2b6a246444285bc542e7857618c9a135ecc47

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.624291Z digest=sha256:f47300b629d7dc8d484d40c7737d4e7611c956fa46be22cb2bfe6a9b0362dd83

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.664751Z digest=sha256:d00e744849daf32c62529e8eb74c84391ea5b8a9494db36f25b7b893808bf79f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.714754Z digest=sha256:62837aabffd7ea32143b39bb4a4f66be8fe1886bba904d8be550d74d80043421

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:e390d69a54c103a762f9b54746faf51986ec142fd94c7970dd30913de5c3a333

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:c8067b89985d17b3fc6c3f47ef3d8091f449d3d3d64bacaa8d2fef5366133f21

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.738145Z digest=sha256:81cba6ce154f184805b45aad4060b3cc46b1863e5fb073cc2fe7d4d0cbc9241d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.754746Z digest=sha256:c59960470a6035f8811648e7f6c198709696bb5bf92b1660905f8073a1505e09

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.781339Z digest=sha256:d1b017b4013d86d7dbf4fe3d94bb1ac9abf2f7a139f99155eca721e89a16c0c5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.788090Z digest=sha256:eaacd0c503526592b2fba3b234feeb52f510392c7adf49eda133a526ba831385

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.800600Z digest=sha256:9adb8375aa49312efe779f60dcade53ff49b4fe4a34e86ad853cdccb60a9ba97

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.809438Z digest=sha256:8b7b13a49210760a3672abce69a9c470bdc1d01d8bc7e399ed8fb1e786b31e3a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.820283Z digest=sha256:293c4e8be38168afeb16684bf01af3ab596aa7391a0bdf744ed0ce811aa4613b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.826847Z digest=sha256:2ac0fb6bf136eda5e2000ba1ae0806d81733bcee095fd9b9cb51b59694af56d8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.839033Z digest=sha256:dce0017563263faf6a35f953fef08a55ad18baa955c737db2cc7e981b6acce31

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.850734Z digest=sha256:e07ba834677e6461b655d0c2093ad7f87fe3d45d6d63481a0b5b798d45f47f18

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.858068Z digest=sha256:3006831a95b3d9b24a86ca890f6032d511006613a4e89b1ac7e9cb55f27cbda3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.867241Z digest=sha256:1e135e9b373338b769c6510f56af0e26d7c694c3ec3f0336445450d6fc65cc81

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.877906Z digest=sha256:34242132c5ad0284ae8bc0a2bcf889a3e3ae1ca0f59b751a00dca487b64ead21

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.894745Z digest=sha256:0e4271b85a8eb966510e85da8317b646f99bfc420360af1e3a711e4efd03e17c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.904503Z digest=sha256:694dae056a53362dc10684158efcdbf7b324b7b98d859dcc0001491fafd88e8f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.910927Z digest=sha256:a4034ac52076153747d1e86cd2e8c03c46aec7b54c615fba5532e33fcf4a5873

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.916854Z digest=sha256:63c23f2251b100c24ad8a8c041a3e3937375bb0db41886ee4e83488278563976

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.929099Z digest=sha256:1932d875e71dfd378b3bd7ab5b0f60f6f79a8c1443362ff7b827f81cde6b750e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.937301Z digest=sha256:5cf629649be186b2b46d9302810c38a4a5990be5f29c3f54a74a8c054ea276f9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.950379Z digest=sha256:5ba0a3c52261c91c8e6d0615284b2eb0622c31d5ead296323243ee6af3eeddce

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.957445Z digest=sha256:f65fa8e9342dd11f51199c6a232fc8fc2abfa35a1f3d46ccb1e13d74c8994341

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.965484Z digest=sha256:75f7ac052582e870288b2793ec65fa665b6305f3d80208d8468ad684dcaf7fcc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.987275Z digest=sha256:7f10c887c6950b038edd795028d1aa70ee2a4dde0bbb60adefe2648337b01ef9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:48.999519Z digest=sha256:d1604a009e624378aaa2912e0fa73da0447ee523bc95d7b48df91758fa92c033

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.008787Z digest=sha256:6b57b2b8ba4b356215b7ca7bae53e4e9d3aca03f1ab0dfd5bbef50705292fad0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.021077Z digest=sha256:21a842673e70875712077730947d31e665086b8a6b108afa50292abb3c29b477

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.031969Z digest=sha256:cd207a4292855414dbce295749edfb90c27740851b870aed68a0b89a06c51609

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.074750Z digest=sha256:c40627e895bc7e230614fa232bd27780dd878b1e6526acd001b26cc4db964e67

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.108543Z digest=sha256:a6827a880879f6192a1ade93c46695468276b418599a81e70974714402fbba46

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.119813Z digest=sha256:08375aaaac76ac48fcb346dbdf02424b16b20ba293dae3d7c0cb7ca4ff8274f5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.128983Z digest=sha256:8447055ab80501c605ac465e3d4710d7ed99346aff58b74dba6ab94c7ce065de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.137817Z digest=sha256:79aadc6a9fb0248c2163061cd5557793f9b9c1a11a9581e173b09d984731797e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.172121Z digest=sha256:4fffcbb3badf0fab451fe289c731f5fbd1c9582b6e06e763cbb2f2aec7248418

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.180866Z digest=sha256:3f5297261a8041263261eebfbddee9b255424c43d20fe5853404d62ef0361111

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.188164Z digest=sha256:2ec88a8ef9559fc06c030195f72837b5cf7f2298104dd889227fdc7a3ce94eeb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.209938Z digest=sha256:493fe13ee46f3fc2b205d1f293b07b55baeae069e94f5cb78bc15336e01d09b4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.226889Z digest=sha256:4703a8231abb29f512600dce15cd066ee4910bf289bac5394472a7fec19307e4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.235295Z digest=sha256:7f991abc09a2ee25d3fad8494b730295229b727bf77a3e2e0171689a8d2182d7

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:ef02c92d92d5cb8b63b22a1d417c9d65f7a5d1d440451d5a467c6699a831d19b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.252868Z digest=sha256:f4c40eb96621cc96d7857b03867c98b507aa2935864e49e1f25056811b0e1ad5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.276388Z digest=sha256:a2193426af360b5e70a70d2dc9bff94098e0a82516d0265333a8832fd63b0774

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.284634Z digest=sha256:aefc3b0aab9723de3996cd9f7592e332f221f04331bbebdb9ca5d30e8b015e12

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.293368Z digest=sha256:dd8621f60b59a17758d98668b00fcf90edb7c3aa82423fc974f4861a02091c8d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.299274Z digest=sha256:3b196d2b2fadaac8df5ae2f8bc98043353d08ce1bb41545a76561fd4c13ca451

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.309613Z digest=sha256:e1a4c4cf3847b26e361637d3894878f758252ba4e7006fa646be7d34953bcc0c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T22:39:49.317805Z digest=sha256:e6a3b2ca888c8792d4352bc54c7d2649ea2733ec7858c23892cf79d67c35e95e

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=sha256:3cd9d96c90eaaad2d77c62542bf165df8ddb0918428242e8ae071101858c4261

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=sha256:5e75a0cf66f35495f15ca9cae11a061a4d916b3ebe6600f8496e4c3fcfce6605

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T18:08:01.503806Z digest=sha256:2d08ff1903cc9b859244382c593a8bf274570e5fa78b0521846a322d340dff97

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T02:52:30.959641Z digest=sha256:bfc5510fcd0cf7b828eed01ee8b2a11c8f6a0704f7608f40019ac6f5c8dc7c1e

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=sha256:6cda1436881e8e29a016648314c00a0b580a941c5a4897d2a44f335ea4253781

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:d79a97f668f0f136da815dc05153107092fde53660c858acba00225a39f0c3b2