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Paper Citation Record · LEDGER

Node-Level Membership Inference Attacks Against Graph Neural Networks

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2102.05429.

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

pith.paper-citation-record.v1
2102.05429 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:04:59.529378Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:56:34.620750Z

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 99a967d8-bd8e-42bf-90ed-adb64d1cd760 · inbound

An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks cites this paper.

An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-07T14:04:59.529378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:04:59.529378Z digest=sha256:7f6e3cd5d00b4b3e9f343a224e9af0c5a5115c80d05c4bbd396cb7d7f8ee0a52

Observation cfc79789-f4bb-4b94-9f66-d40cd7bba558 · inbound

SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark cites this paper.

SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:29:44.818943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:29:44.818943Z digest=sha256:e081e8a5c70d0f2676b2c36db4926b2b28827176fa8a725513fd89579cf9bce6

Observation 21ac3e4d-7fe0-4c41-a853-3d90902e7ef0 · inbound

Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks cites this paper.

Who Owns This Sample: Cross-Client Membership Inference Attack in Federated Graph Neural Networks Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T13:56:21.715226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:56:21.715226Z digest=sha256:bcf1ff664f8ba813b0bb41d05a6770daf789408609bf8c4c4a70efed562c2c44

Observation ab3aa8da-f854-4635-ae66-1e8243c7cc3a · inbound

Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses cites this paper.

Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 130

Resolution
unresolved
no resolver link, observed 2026-08-05T15:39:55.844756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:39:55.844756Z digest=sha256:1459d1f8e2364b36282eef5fb9df059ca0ddf3c5dca7d09029e23ebf6705ec7c

Observation 6acf9276-b593-4540-9e50-2d0b6aa6418e · inbound

Impact of Graph Structure on Membership-Inference Risk for Graph Neural Networks cites this paper.

Impact of Graph Structure on Membership-Inference Risk for Graph Neural Networks Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-03T08:30:22.443095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:30:22.443095Z digest=sha256:d7b1c7ee3874a95850dfaccc9239ed04b09073b4c936d923be78fe6b7b81f497

Observation d9c7a7fe-db92-4556-8dcd-af2ecd5d70c0 · inbound

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models cites this paper.

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:26:09.105134Z

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=2026-05-08T09:14:12.034025Z digest=sha256:d55f4950400cd819dc6aff76e3b2ed9486d0289a80cb3e6e3ae7d833a7418539

Observation 744fb2b4-6535-4292-9582-de27605c573a · inbound

Bayesian Membership Privacy for Graph Neural Networks cites this paper.

Bayesian Membership Privacy for Graph Neural Networks Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T03:56:34.622303Z

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=2026-06-28T09:35:38.713244Z digest=sha256:76efeb2fdbd3d8fe224ec14c2ccb04ed19896d3076618efbe7726b139be94484