Paper Citation Record · LEDGER

Invisible Watermarks: Attacks and Robustness

As of 14 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2412.12511.

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

pith.paper-citation-record.v1
2412.12511 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:03:44.337918Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:40:54.411602Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T21:57:48.556710Z

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy4
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9512f2f8-2c37-4712-91be-721d64422ee2 · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

Invisible Watermarks: Attacks and Robustness High- resolution image synthesis with latent diffusion models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.049525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701210b4-6e61-4f61-9974-bb8899dcccbf · outbound

This paper cites Stegastamp: Invisible hyperlinks in physical photographs.

Invisible Watermarks: Attacks and Robustness Stegastamp: Invisible hyperlinks in physical photographs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.053716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ff61d6-4550-4bf2-b39f-a4ed4b857da6 · outbound

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

Invisible Watermarks: Attacks and Robustness Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.056651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4481c8c5-214d-4593-a514-f45cbcc8430b · outbound

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

Invisible Watermarks: Attacks and Robustness The stable signature: Rooting watermarks in latent diffusion models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.061480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6564ba9b-09e7-4ccc-9a1d-6feff3e7872c · outbound

This paper cites WAVES: Benchmarking the Robustness of Image Watermarks.

Invisible Watermarks: Attacks and Robustness WAVES: Benchmarking the Robustness of Image Watermarks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.064978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1020a4de-9b2c-4f99-804d-e3a5f5a174e3 · outbound

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

Invisible Watermarks: Attacks and Robustness Invisible Image Watermarks Are Provably Removable Using Generative AI

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.099378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 031327c3-f0d4-4167-ad27-73516bcb27d8 · outbound

This paper cites Deep unsu- pervised learning using nonequilibrium thermodynamics.

Invisible Watermarks: Attacks and Robustness Deep unsu- pervised learning using nonequilibrium thermodynamics

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:03:44.682542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 693df169-8b65-49f9-9df9-02beb5dcd4f9 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Invisible Watermarks: Attacks and Robustness Denoising Diffusion Probabilistic Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.230827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c47bb99-e001-4886-b42c-360685918d21 · outbound

This paper cites Denoising Diffusion Implicit Models.

Invisible Watermarks: Attacks and Robustness Denoising Diffusion Implicit Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.316034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5265a1-5478-47c6-9eab-9336ea1e6557 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient- based localization.

Invisible Watermarks: Attacks and Robustness Grad-cam: Visual explanations from deep networks via gradient- based localization

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:03:44.511304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3b2e6bd-4b05-48ad-aea8-c03c51fb89a5 · outbound

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

Invisible Watermarks: Attacks and Robustness Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:44.330658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624eff1d-fe15-4dec-9a4a-1a661e12e535 · outbound

This paper cites Microsoft coco: Common objects in context.

Invisible Watermarks: Attacks and Robustness Microsoft coco: Common objects in context

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:03:44.416103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6bbec28-4b1d-4b51-aaea-97845722394a · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

Invisible Watermarks: Attacks and Robustness Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:03:44.407104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation a6c17bad-6503-4623-9099-4d14de5077f7 · inbound

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge cites this paper.

First-Place Solution to NeurIPS 2024 Invisible Watermark Removal Challenge Invisible Watermarks: Attacks and Robustness

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T14:40:54.411602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca25f47d-9655-4e39-bade-3edb3a65b89d · inbound

Compositional Adversarial Training for Robust Visual Watermarking cites this paper.

Compositional Adversarial Training for Robust Visual Watermarking Invisible Watermarks: Attacks and Robustness

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:57:48.558201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.