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Paper Citation Record · LEDGER

A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2502.16065.

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

pith.paper-citation-record.v1
2502.16065 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:10:06.444252Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:39:46.456078Z

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 979f37e6-f94a-484d-8a29-873cacff1a9e · inbound

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition cites this paper.

CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-15T19:10:06.444252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T19:10:06.444252Z digest=sha256:601f5e7817f5d16b3631097f9b00343cdd75cb792396a0dcc32149e6f4860bc3

Observation 85bd9cc7-b88c-4a73-98d0-58efb115df1e · inbound

A Survey on Model Extraction Attacks and Defenses for Large Language Models cites this paper.

A Survey on Model Extraction Attacks and Defenses for Large Language Models A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-06T22:23:15.516612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:23:15.516612Z digest=sha256:e844697227d7cf430d5c64d0ec15063f61e1820b5fe5f8a926a2d11232e87368

Observation 3b9f6acc-fbcf-4a1d-b625-acbd09fdb5d5 · inbound

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning cites this paper.

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T19:25:28.222498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:25:28.222498Z digest=sha256:08c2af1c8bcd28993cb6224fbfdf38377802a809d7c569fd344c5d624e463597

Observation 625e38a5-dd99-4792-a441-c95a41349323 · 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 Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 264

Resolution
unresolved
no resolver link, observed 2026-08-05T18:12:38.426422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:12:38.426422Z digest=sha256:4506386d8a8cbecb6af59fab70509bc7dc0295214aa551b1400a33596a091f35

Observation 4ded5451-0772-482a-82b7-9cc78580205d · 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 A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 106

Resolution
unresolved
no resolver link, observed 2026-08-05T15:39:55.719551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:39:55.719551Z digest=sha256:40684de9518ef7caf578062f9c8da9ff220ee7130c659dd6b536de401fc99427

Observation 9aaa7b1f-0775-451c-a257-c86ce0488ce5 · inbound

GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It? cites this paper.

GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It? A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-14T19:29:23.807689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T19:28:31.180563Z digest=sha256:12c23f93a24eb5d7ab91b1264e4a545bff8a02225535854b77f73fdd9cb09687

Observation 32f94d03-9876-492a-82ca-f3104ef665d5 · inbound

GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It? cites this paper.

GraphIP-Bench: How Hard Is It to Steal a Graph Neural Network, and Can We Stop It? A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-06-30T21:55:05.384521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T21:53:59.325002Z digest=sha256:73ec667b6d9df1b58651d04a6127b18f5e8da05af7de28f0cee0e49e5913178d

Observation 7cb9c785-2b42-4ef1-aa8e-b321ecd4bce2 · inbound

A Survey on Security with Quantum Computing cites this paper.

A Survey on Security with Quantum Computing A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 78

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T15:05:47.437377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-30T18:19:56.959073Z digest=sha256:8ae292aade2b73aaedf47e018c33b51a42d8a91bb759c8f1f8f5b24fb8dc0651

Observation 1a80fb47-7eac-47d2-acce-f40f90a3c5ba · inbound

GRADE: Graph Representation of LLM Agent Dependency and Execution cites this paper.

GRADE: Graph Representation of LLM Agent Dependency and Execution A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments

Reference 109

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T09:39:46.457485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-26T09:44:37.914985Z digest=sha256:416d710a0324d89e84f03012ab7034951b730ce048c1f7dd0570c2c2d330fb13