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Paper Citation Record · LEDGER

Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.05505.

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

pith.paper-citation-record.v1
2502.05505 v3

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:47:28.360138Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:57:23.708566Z

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 1353c80c-6876-48df-8833-a197b5089d4e · inbound

Clustering and Median Aggregation Improve Differentially Private Inference cites this paper.

Clustering and Median Aggregation Improve Differentially Private Inference Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T10:47:28.360138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:47:28.360138Z digest=sha256:1f6956d4fb874320906a5ea78d4c1c9929d2c94b0bcb456e4550c10f67081e7f

Observation acdaeed0-c101-45b4-97d4-5b2ff20e9d4c · inbound

DP-SAPF: Saliency-Aware Parameter Fine-tuning of Public Models for Differentially Private Image Synthesis cites this paper.

DP-SAPF: Saliency-Aware Parameter Fine-tuning of Public Models for Differentially Private Image Synthesis Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T14:33:30.898981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T06:39:55.821587Z digest=sha256:b5da0677044d58484686a6a397ad9423b349d20881f968ae96fdf53458cbdefd

Observation 4c6e5d1c-a1bc-4d6c-a290-612aeb788d18 · inbound

Differentially Private Synthetic Data via APIs 4: Tabular Data cites this paper.

Differentially Private Synthetic Data via APIs 4: Tabular Data Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:57:23.710281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-27T19:58:57.852382Z digest=sha256:a87d3436585dec4b0b95080a44fc1b9626c156537b6a628df1fd4afc887a912b

Observation 4034cf1c-1193-4292-b784-c097a09ef73d · inbound

Phantoms and Disclosures: A Statistical Framework for Auditing Privacy in Synthetic Data cites this paper.

Phantoms and Disclosures: A Statistical Framework for Auditing Privacy in Synthetic Data Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T11:15:50.140301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:15:50.140301Z digest=sha256:0beff2e6781a7d99b6d8bb9cef619e0bab6c10f1b443e17e1174fbc5158e5a64