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Paper Citation Record · LEDGER

CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2105.10872.

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

pith.paper-citation-record.v1
2105.10872 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:57:46.835733Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T14:57:47.041289Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e07031d9-6b06-4491-a1b1-35c3910b31cf · inbound

Facial Features Matter: a Dynamic Watermark based Proactive Deepfake Detection Approach cites this paper.

Facial Features Matter: a Dynamic Watermark based Proactive Deepfake Detection Approach CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:57:47.044575Z

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=2026-08-12T14:57:46.835733Z digest=sha256:cc44ddb632d9081bc0e2043eff8b36a80d90f464830456f5ec94742e9c3aea9e