Pith. sign in

Paper Citation Record · LEDGER

The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2312.05114.

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

pith.paper-citation-record.v1
2312.05114 v5

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:49:25.259691Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T21:10:38.543986Z

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 892758a1-4042-40f2-acd4-44d63bbd7c4d · inbound

Towards Better Attribute Inference Vulnerability Measures cites this paper.

Towards Better Attribute Inference Vulnerability Measures The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T20:49:25.259691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:49:25.259691Z digest=sha256:3f69e88f65d54fc8fcb4c638081dd9273130249cd0bf06daf7288834930de7c0

Observation f763e920-a6a0-4d75-836b-6305addb5d9c · inbound

Empirical Evaluation of Structured Synthetic Data Privacy Metrics: Novel experimental framework cites this paper.

Empirical Evaluation of Structured Synthetic Data Privacy Metrics: Novel experimental framework The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-16T21:48:34.651045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T21:43:46.642377Z digest=sha256:f85e015dea6026750ee3c0cee8c6f7a071861813b0915122f7d20e8c3fbab3ca

Observation c9d907c5-5795-45ba-bdbf-6689605d6acc · inbound

Quality Degradation Attack in Synthetic Data cites this paper.

Quality Degradation Attack in Synthetic Data The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-21T21:10:38.545915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-21T21:10:05.466845Z digest=sha256:64251949e645ca5ce035ad55834a3d331754b1696c34decf42d2769c4ad8c84f