Paper Citation Record · LEDGER

Node-Level Membership Inference Attacks Against Graph Neural Networks

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 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 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:53:47.952900Z

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 ded82e53-85c1-4b77-9585-e123082913ce · inbound

Stealing Training Graphs from Graph Neural Networks cites this paper.

Stealing Training Graphs from Graph Neural Networks Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T18:53:47.952900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b2e3c5-9651-4778-8535-5288bb61c293 · inbound

GraphTheft: Quantifying Privacy Risks in Graph Prompt Learning cites this paper.

GraphTheft: Quantifying Privacy Risks in Graph Prompt Learning Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T15:02:32.367591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48e59136-0966-4768-9863-8246c4558d55 · inbound

Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks cites this paper.

Large Language Models Merging for Enhancing the Link Stealing Attack on Graph Neural Networks Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:28.537057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac41a6bb-1007-4b66-a2a4-f0575081cf18 · inbound

GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models cites this paper.

GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models Node-Level Membership Inference Attacks Against Graph Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T18:53:15.745884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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.

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.

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.

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.

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 2026-08-12T06:34:41.77262+00:00.

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 2026-08-12T06:34:41.77262+00:00.