Paper Citation Record · LEDGER

Securing Deep Generative Models with Universal Adversarial Signature

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.16310.

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

pith.paper-citation-record.v1
2305.16310 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:31:34.294504Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T17:16:39.630792Z

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 42bf9e8e-6935-47e6-af0d-9577cf177170 · inbound

SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI cites this paper.

SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Securing Deep Generative Models with Universal Adversarial Signature

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T18:31:34.294504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df0bf826-f0a2-4fa0-935d-a610c0406a30 · inbound

A Crack in the Bark: Leveraging Public Knowledge to Remove Tree-Ring Watermarks cites this paper.

A Crack in the Bark: Leveraging Public Knowledge to Remove Tree-Ring Watermarks Securing Deep Generative Models with Universal Adversarial Signature

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T04:32:34.382041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6888a9-17d5-47b2-9986-2eea81100c3e · inbound

When There Is No Decoder: Removing Watermarks from Stable Diffusion Models in a No-box Setting cites this paper.

When There Is No Decoder: Removing Watermarks from Stable Diffusion Models in a No-box Setting Securing Deep Generative Models with Universal Adversarial Signature

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:12:13.274647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f741b4-0c40-4764-b6cb-cab3d65ed917 · inbound

The Coding Limits of Robust Watermarking for Generative Models cites this paper.

The Coding Limits of Robust Watermarking for Generative Models Securing Deep Generative Models with Universal Adversarial Signature

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:16:39.633998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.