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Paper Citation Record · LEDGER

A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2204.08570.

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

pith.paper-citation-record.v1
2204.08570 v2

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 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:12:37.062427Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:56:34.609000Z

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 0413c05e-fad5-4db4-af68-0aa719a3e084 · inbound

Explaining the Explainers in Graph Neural Networks: a Comparative Study cites this paper.

Explaining the Explainers in Graph Neural Networks: a Comparative Study A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-24T11:04:22.198473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-24T11:00:19.591474Z digest=sha256:d7ce497a30bd09a1a3f9b81988963f7c003593dce4213ed72a7e23d5a02f4a25

Observation e58bed36-4fec-47df-baed-8ba26fce2ac1 · inbound

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives cites this paper.

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T18:12:37.062427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:12:37.062427Z digest=sha256:89f5693b37cd4cbbfd6f275078d8712de211b180cb0ee6e3c7c8f4dbabdac892

Observation 6528a238-da28-48ca-874f-4891d9a0d4e4 · 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 A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T08:30:20.212975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:30:20.212975Z digest=sha256:b13994c350f3e04464e712695ad6862f3539139495938a9669d35446ad7e3245

Observation aebd55b6-5080-47b3-92ec-51f08b0409c7 · inbound

Bayesian Membership Privacy for Graph Neural Networks cites this paper.

Bayesian Membership Privacy for Graph Neural Networks A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

Reference 33

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T03:56:34.610626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-28T09:35:38.713244Z digest=sha256:e086862b180c3236ee5a71dd883ef6dceb8a2300bcaf30fda2018cf16d7cd897