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Paper Citation Record · LEDGER

Membership Inference Attacks on Large-Scale Models: A Survey

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.19338.

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

pith.paper-citation-record.v1
2503.19338 v3

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

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:05.586426Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T04:25:19.258369Z

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 0ec80a0b-0802-449e-965a-9f21b2726c38 · inbound

Vid-SME: Membership Inference Attacks against Large Video Understanding Models cites this paper.

Vid-SME: Membership Inference Attacks against Large Video Understanding Models Membership Inference Attacks on Large-Scale Models: A Survey

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T12:50:05.586426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:50:05.586426Z digest=sha256:da64ca8b4799901f4b5812666acddbd221fd15d528b8a6e47239144126e01b02

Observation 5491da36-1a08-456f-bdd1-61288b6849ee · inbound

Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing cites this paper.

Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing Membership Inference Attacks on Large-Scale Models: A Survey

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:47:59.096246Z

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=2026-05-14T20:23:24.004872Z digest=sha256:88cc7955da0bd1d93e4397e8cdfbfda9a9c2e5ca47738dfe29c52b9f379fb4dd

Observation eecccad0-2f74-4a63-a44a-eb5bee164c89 · inbound

AI Security Research Should Better Incentivize Defense Research cites this paper.

AI Security Research Should Better Incentivize Defense Research Membership Inference Attacks on Large-Scale Models: A Survey

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:25:19.261187Z

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=2026-05-25T04:23:27.041508Z digest=sha256:d3ab3c0ac91fb3339c9b628d1a1338298b56b268c51ac303c458e5cb84ce425b