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Paper Citation Record · LEDGER

SoK: Dataset Copyright Auditing in Machine Learning Systems

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.16618.

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

pith.paper-citation-record.v1
2410.16618 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:32:34.212146Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T08:30:31.589012Z

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 a571c9af-e859-48c9-828c-ed3770108d3b · inbound

XAttnMark: Learning Robust Audio Watermarking with Cross-Attention cites this paper.

XAttnMark: Learning Robust Audio Watermarking with Cross-Attention SoK: Dataset Copyright Auditing in Machine Learning Systems

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-25T08:30:31.592561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-25T08:30:15.011210Z digest=sha256:e04d56fde2013645f3563a6f34560529a9f1f4ea435dfeff7a62ebdb9227203f

Observation 994c7b21-f62a-405d-81fc-be63f5925198 · 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 SoK: Dataset Copyright Auditing in Machine Learning Systems

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T04:32:34.212146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:32:34.212146Z digest=sha256:2014d7be22fb96933173921c900c6c5ce79a2eb066e3de0e2bf3e89f8327c3e3

Observation 2fc1c829-f3e0-451c-a4cf-9e5f3bda6f18 · inbound

Dataset Ownership in the Era of Large Language Models cites this paper.

Dataset Ownership in the Era of Large Language Models SoK: Dataset Copyright Auditing in Machine Learning Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T04:51:35.426162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:51:35.426162Z digest=sha256:10b9177c2c4c8862e2c2bf460a9d58b22800a49efeee04f86a35dbd56701d9ba