Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:12:07.713782Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2505.07997.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:12:07.713782Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d328de3a-a919-40cb-8e16-ec48621674c2 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge https://github.com/Consensys/gnark
Reference 1
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.
Observation c318bf69-b6bd-4e9e-bd38-f1d5c73ca674 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge https://www.census.gov/library/ publications/2022/demo/p60-276.html, 2022
Reference 2
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.
Observation 6adb3700-ebc2-45f6-b671-12d6ec6f44fc · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Abbaszadeh, C
Reference 3
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.
Observation 7c6d4d35-b966-45fd-8c8f-6f46666c69ff · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 4
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.
Observation ada469bd-83fe-4192-86bc-56347763b7a6 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Angwin, J
Reference 5
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.
Observation 8e0e4658-3428-47fb-8b9d-fff856600acc · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Angwin, J
Reference 6
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.
Observation 5f12036d-f742-4b4d-8fcb-578a810bb73e · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge arkworks zksnark ecosystem
Reference 7
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.
Observation f7e6b707-0cbb-4436-9937-0da6bb24e9e8 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Becker and R
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca0a7346-249e-443c-b727-35951fd628c8 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 9
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.
Observation e8f9ae6f-0bde-4de6-b54e-8adafccf6dce · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 10
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.
Observation 5432948e-5551-408c-89e1-7030d4523919 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c52c9ce-7252-4480-af2c-03417aed4be1 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 12
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.
Observation a5ea2d66-6f0b-420b-ae9b-bae75f30cb79 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 13
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.
Observation 66065d19-5d5a-4cc6-8b3f-1362ce7a1bc2 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge A Zero Knowledge Sumcheck and its Applications
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc4e1691-ddb9-4209-892b-e5ca5e1cf49f · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Chouldechova
Reference 15
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.
Observation 4e3c455e-0006-4994-a5c6-b573ae978e45 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 16
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.
Observation 4945116b-b190-4f5a-8cc5-8dae241449ca · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Dwork, M
Reference 17
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.
Observation 59e6ea91-4c05-4bff-9669-802801815a30 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Dwork, M
Reference 18
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.
Observation d8c44218-48d2-4d83-8740-151c9ad12a39 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 19
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.
Observation 8ad04a70-7840-4134-a7cd-4af3d4b4c783 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Fiat and A
Reference 20
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.
Observation 319bc795-123d-4eb1-be16-b7de3664ecfa · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Franzese, A
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b52854e7-c39b-4ec9-8c4f-4d03b8d3d0ac · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Fuster, P
Reference 22
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.
Observation 06322333-1125-4c01-8fb8-6b5b3b11adc2 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 23
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.
Observation 81d088ce-1033-46c0-bb8c-7bef2fda2314 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Goldwasser, Y
Reference 24
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.
Observation 7b8f9c2b-aea1-4d3b-9d88-aed73ec560d5 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Golovnev, J
Reference 25
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.
Observation 92010bb7-e387-47bf-a71d-972bb5cbcb6d · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Grgic-Hlaca, M
Reference 26
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.
Observation 9df2e12b-26cc-4069-bc57-2fe773c23c28 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Hab ¨ock
Reference 27
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.
Observation b8fa7541-c112-4eff-82e1-b7e89cc6641b · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Hardt, E
Reference 28
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.
Observation 277ac12f-0df3-45d4-af0c-8240fae21780 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Scaling up Trustless DNN Inference with Zero-Knowledge Proofs
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 011910b3-baac-4276-909a-7be403a9dd11 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Fair Node Representation Learning via Adaptive Data Augmentation
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2679618a-8a39-4707-8842-7fa9c1f6cacb · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 31
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.
Observation 345ccf88-a2e8-4560-adff-22072d260ff1 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 32
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.
Observation abac368a-7af4-4acc-be4b-256e1356cd79 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 33
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.
Observation a1b354ae-ab2a-4ab7-8f90-71f9814137f4 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 34
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.
Observation 8e1cd6f1-56dd-4453-bd03-104fb34cf440 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 35
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.
Observation 82f42bb8-3642-4f97-a08d-2d6cf0918d57 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 36
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.
Observation 348660bf-b0d8-4a55-b41d-63ed62794931 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Mehrabi, F
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 938830d1-cde0-490d-a2f0-47343e0c963f · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Paszke, S
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d08f61a-f682-4714-bc9a-bc2f9921ce6e · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Pessach and E
Reference 39
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.
Observation 7d309669-0ea5-4471-836f-09f7778efa7b · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Plonkish
Reference 40
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.
Observation 354c4e86-f2f6-4e77-bb62-73165fd30a7a · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Aequitas: A Bias and Fairness Audit Toolkit
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 497adddc-d5a3-480e-ab18-e1b740dced45 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 42
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.
Observation 7d539581-805a-4640-8910-382d9108374b · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 43
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.
Observation a366b8c0-cc15-4808-9172-539c40156f61 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 44
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.
Observation 364d4e09-390d-48d7-897b-00efcad9bfbc · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 45
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.
Observation 7d056665-509f-4827-8f8d-c3b4da6ce78e · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 46
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.
Observation ada09bb7-7f50-410c-afbb-2276b160e093 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge zkLLM: Zero Knowledge Proofs for Large Language Models
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e559cf02-d3d1-4926-9ef9-9423675c602d · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 48
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.
Observation 42c15713-0354-4c63-b5d2-dc2b4f413015 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Tramer, V
Reference 49
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.
Observation 1129a510-84ef-4c0b-b266-2a3a6f31da8e · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 50
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.
Observation e769267d-7b81-4d8d-9786-95d65e9e99bc · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 51
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.
Observation 189c4f5c-f568-42c8-ba45-49864317b641 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 52
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.
Observation c8b2551b-636c-4d83-9191-b24efaceb249 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 53
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.
Observation 72cae53a-332f-4308-b6db-46e18498fe66 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 54
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.
Observation 00f81b3a-c779-4077-8eaf-ac2ba8f30241 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 55
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.
Observation 8fdb6243-5f00-44e3-ae3e-9648379b2b23 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge FairProof : Confidential and Certifiable Fairness for Neural Networks
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1b4976c-888d-44d4-867e-b890ca525c23 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 57
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.
Observation d8052e35-ee69-4d73-9764-3b6dd9caa9b1 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zhang, Z
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19a7dbf5-fdcc-49cc-ba2d-07763d3214d1 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zhang, T
Reference 59
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.
Observation e729d7c4-ea96-438d-ad60-417a57135c00 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zhang, W
Reference 60
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.
Observation d7baa61b-cfc1-474d-82c9-eafb8bcae01d · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zhang, T
Reference 61
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.
Observation 31225089-b056-4f3c-8615-826ff2908075 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zhang, J
Reference 62
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.
Observation 0e2f8f48-d0fb-46a0-ac41-faef9f65a1cb · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zhang, D
Reference 63
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.
Observation 2d7d4b2f-cc18-4845-bdcc-b203842b37f8 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Zheng, Z
Reference 64
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.
Observation 70ab0e3b-00c4-4331-a205-3ae2b49e7103 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 65
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.
Observation 54390647-342a-4f85-9b2d-5ca6979f567c · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 66
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.
Observation d1b85daf-5a54-4f39-be2b-de300739c31a · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Finally, the prover opens these polynomial commitments at the random points checked in the last step of the sumcheck protocols
Reference 67
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.
Observation ccefe94e-db76-47b4-9fc3-6569863e88cf · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 68
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.
Observation c4abb808-f901-4c62-89b8-5073020b0313 · outbound
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Unresolved cited work
Reference 69
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.
No inbound Pith citation observations are available.