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Paper Citation Record · LEDGER

Node-Level Membership Inference Attacks Against Graph Neural Networks

As of 9 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 2026-08-08T06:32:00.761636+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=sha256:596e466e51d1d6cfd48d33e2eb9058b0ce5d4751eb7191612bfc93b44bad3e73

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:b5942f65d82292fbb602ade3707d8ff0f7d2a4e23d2deb26dfa4efdbc54ec2ee

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=sha256:43428325282f8aaa146ec247285156b804b6623c6229abff07b3316b190e9498

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=sha256:53a4a3aed44b63a3d25b9e8201faf2a394cf97eba9f3a1f2818b4f83dd55849d

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=sha256:43243bbe7e781092faf9ffb5c4987379a581b0ce60c1cbf13c3630582e154272

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

source=pdf_text observed=2026-05-08T09:14:12.034025Z digest=sha256:bc4cb69688750190310f6ea84389540b9e8ce463dd810b4a01278688924810cf

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

source=arxiv_source observed=2026-06-28T09:35:38.713244Z digest=sha256:2b32a211df3cb61b56b1094c0205efad2430c366b71080a8753fc3233ff0e9fd