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Paper Citation Record · LEDGER

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.08559.

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

pith.paper-citation-record.v1
2412.08559 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T17:20:16.735285Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 14e4024d-a23a-4d63-91b7-82e26ba857ca · inbound

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data cites this paper.

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-13T05:57:21.778336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-13T05:56:38.042978Z digest=sha256:71f4ad0f8add14772531028e33f283a19b1867eb00fbcd65edccf198609e7802

Observation 4c1ee77e-6c51-4b67-a7c5-b6dbd6dde168 · inbound

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications cites this paper.

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning

Reference 56

Resolution
malformed identifier
arxiv_id, observed 2026-06-30T17:24:57.260154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T17:20:16.735285Z digest=sha256:86ee1317cd6c0f1b14332ad404c8b56fd071bf29e869be6f68df146fa5bfc386