Paper Citation Record · LEDGER

A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2502.18535.

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

pith.paper-citation-record.v1
2502.18535 v2

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

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:53:17.908968Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:40:28.545586Z

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 29a06769-359b-495c-a103-7e672536f86a · inbound

\texttt{Range-Arithmetic}: Verifiable Deep Learning Inference on an Untrusted Party cites this paper.

\texttt{Range-Arithmetic}: Verifiable Deep Learning Inference on an Untrusted Party A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:53:17.908968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb302c8-2cc4-4149-8e53-dda052c674fd · inbound

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs cites this paper.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:03:38.891261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cea8d1a-1d04-498b-8ba6-442ba57bb5f2 · inbound

ToxiEval-ZKP: A Structure-Private Verification Framework for Molecular Toxicity Repair Tasks cites this paper.

ToxiEval-ZKP: A Structure-Private Verification Framework for Molecular Toxicity Repair Tasks A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-29T02:24:08.775707Z

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.

Observation 4ee8f6af-a65a-4884-b5fe-a7975eb20612 · inbound

Embodied AI: Emerging Risks and Opportunities for Policy Action cites this paper.

Embodied AI: Emerging Risks and Opportunities for Policy Action A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 174

Resolution: unresolved; no resolver link, observed 2026-08-05T14:37:26.290593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 599784d8-b9ff-479b-972e-8083db79dfe7 · inbound

AVEC: Bootstrapping Privacy for Local LLMs cites this paper.

AVEC: Bootstrapping Privacy for Local LLMs A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T20:47:45.729292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb88e347-b04b-4c48-b34a-76264f1b182f · inbound

Hawkeye: Reproducing GPU-Level Non-Determinism cites this paper.

Hawkeye: Reproducing GPU-Level Non-Determinism A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-29T02:24:08.775707Z

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.

Observation 66f7c1cf-7832-4427-b4a8-4a5793823541 · inbound

Fine-Tuning Integrity for Modern Neural Networks: Structured Drift Proofs via Norm, Rank, and Sparsity Certificates cites this paper.

Fine-Tuning Integrity for Modern Neural Networks: Structured Drift Proofs via Norm, Rank, and Sparsity Certificates A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-29T02:24:08.775707Z

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.

Observation 89d5fb54-42df-4de3-b70a-854ec90ceaef · inbound

Making AI-Assisted Grant Evaluation Auditable without Exposing the Model cites this paper.

Making AI-Assisted Grant Evaluation Auditable without Exposing the Model A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-29T02:24:08.775707Z

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.

Observation ca8c8c14-0953-4001-b279-3b0205f7b2ef · inbound

Unconsented Sensing: A Sociotechnical Governance Framework for 6G ISAC cites this paper.

Unconsented Sensing: A Sociotechnical Governance Framework for 6G ISAC A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-29T02:24:08.775707Z

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.

Observation 6e2f7ef2-88aa-4601-b45f-0d1a4ca1b365 · inbound

Toward Web 4.0: Bidirectional Trust between AI Agents and Blockchain cites this paper.

Toward Web 4.0: Bidirectional Trust between AI Agents and Blockchain A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-07-29T02:24:08.775707Z

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.

Observation fd9c8d5b-fb65-4359-ae2e-18cb44a9c1b9 · inbound

ZKP Security Tools and Verification: Coverage, Effectiveness, Adoption, and Challenges cites this paper.

ZKP Security Tools and Verification: Coverage, Effectiveness, Adoption, and Challenges A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T13:36:32.836647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.