Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
SoK: How Robust is Audio Watermarking in Generative AI models?
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2503.19176.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:43:35.714659Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T12:29:51.965806Z
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 164ed4e6-19d9-45af-bbe8-7b336cbedd1f · inbound
WaveVerify: A Novel Audio Watermarking Framework for Media Authentication and Combatting Deepfakes cites this paper.
WaveVerify: A Novel Audio Watermarking Framework for Media Authentication and Combatting Deepfakes SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:43:35.714659Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14c9eb84-1eef-40fd-a424-18a8e1f73758 · inbound
Who Gets Flagged? The Pluralistic Evaluation Gap in AI Content Watermarking cites this paper.
Who Gets Flagged? The Pluralistic Evaluation Gap in AI Content Watermarking SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T12:30:23.704350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d94b899e-fe01-4383-997a-914676d77f36 · inbound
Who Gets Flagged? The Pluralistic Evaluation Gap in AI Content Watermarking cites this paper.
Who Gets Flagged? The Pluralistic Evaluation Gap in AI Content Watermarking SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T20:36:38.805344Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd3f1b32-da85-4ede-a60d-73815bb5e855 · inbound
MelShield: Robust Mel-Domain Audio Watermarking for Provenance Attribution of AI Generated Synthesized Speech cites this paper.
MelShield: Robust Mel-Domain Audio Watermarking for Provenance Attribution of AI Generated Synthesized Speech SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T09:20:59.793987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7a9b2a5f-4cb1-4efa-801e-584ef4f0e830 · inbound
Audio Pirates: Black-box Audio Watermark Removal via Diffusion Priors cites this paper.
Audio Pirates: Black-box Audio Watermark Removal via Diffusion Priors SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T06:23:09.183499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 606d7e88-6b6a-40f8-bfba-31a9e32d55ef · inbound
Feature-Aligned Speech Watermarking for Robustness to Reconstruction Distortions cites this paper.
Feature-Aligned Speech Watermarking for Robustness to Reconstruction Distortions SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:08:08.742236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 515ec5f4-8bae-4195-8508-5efb42a38d83 · inbound
Learning to Evade: Adaptive Attacks on Audio Watermarking cites this paper.
Learning to Evade: Adaptive Attacks on Audio Watermarking SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T09:19:43.989854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5eb4784e-b986-4cdd-8685-4c134735d87a · inbound
The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection cites this paper.
The Watermark Shortcut: How Provenance Marking Sabotages Audio Deepfake Detection SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T12:29:51.967229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 26cc6210-8c26-46da-850e-f36be4967fa3 · inbound
MusicMark: A Robust Generative Watermarking Framework for Music Generation cites this paper.
MusicMark: A Robust Generative Watermarking Framework for Music Generation SoK: How Robust is Audio Watermarking in Generative AI models?
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:56:53.384109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.