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Paper Citation Record · LEDGER

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs

As of 16 August 2026, this Paper Citation Record lists 100 of 120 outbound references and 2 inbound Pith citation observations for arXiv:2505.20136.

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

pith.paper-citation-record.v1
2505.20136 v1

Coverage vector

measured 100 of 120 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:03:49.696557Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T03:16:47.147875Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T03:20:49.067131Z

Reference resolution

100 of 120 outbound references displayed

  • verified exact1
  • verified fuzzy52
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36516aff-9719-41b5-acfb-0fa2dc868af7 · outbound

This paper cites Autonomous car driving using deep learning,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Autonomous car driving using deep learning,

Reference 1

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Observation e09feed7-1328-45c5-8796-d13bf82ebd53 · outbound

This paper cites Machine learning methods for predictive analytics in health care,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Machine learning methods for predictive analytics in health care,

Reference 2

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Observation ea0c6322-bafe-4099-be37-5465e3ae93cd · outbound

This paper cites Ai governance in the public sector: Three tales from the frontiers of automated decision-making in demo- cratic settings,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Ai governance in the public sector: Three tales from the frontiers of automated decision-making in demo- cratic settings,

Reference 3

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Observation 015dded9-339e-4e7e-aa66-65d2a16f37e5 · outbound

This paper cites Trustworthy artificial intelligence: a review,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Trustworthy artificial intelligence: a review,

Reference 4

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Observation f61e884e-2614-428d-88cf-ebcc52c62c44 · outbound

This paper cites Software verification and validation: an overview,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Software verification and validation: an overview,

Reference 5

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Observation 84165cb7-0fd9-45f7-af27-644c6ce17f31 · outbound

This paper cites Systematic Literature Review of Validation Methods for AI Systems.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Systematic Literature Review of Validation Methods for AI Systems

Reference 6

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Observation ee34719b-83af-4687-a0a4-4260f8095b79 · outbound

This paper cites Availability and reporting quality of external validations of machine-learning prediction models with orthopedic surgical outcomes: a systematic review,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Availability and reporting quality of external validations of machine-learning prediction models with orthopedic surgical outcomes: a systematic review,

Reference 7

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Observation a5747dca-3c19-457e-80c0-b44f89f64c72 · outbound

This paper cites Auditing black-box models for indirect influence,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Auditing black-box models for indirect influence,

Reference 8

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Observation c8589927-80c7-45a3-b103-2260da4b97b7 · outbound

This paper cites EU AI Act: First regulation on artificial intelligence,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs EU AI Act: First regulation on artificial intelligence,

Reference 9

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Observation ec936cbf-b6af-4ff8-96a7-ff3df23d92f8 · outbound

This paper cites The knowledge complexity of interactive proof-systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs The knowledge complexity of interactive proof-systems,

Reference 10

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Observation c67df933-354e-4177-aaf5-9476875d53da · outbound

This paper cites Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey

Reference 11

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Observation 8fadb59c-9298-4f7f-8747-77dca80e1439 · outbound

This paper cites Software engineering for machine learning: A case study ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Software engineering for machine learning: A case study ,

Reference 12

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Observation f46b762b-e86e-43a8-9e51-253499fe240d · outbound

This paper cites Trustworthy artificial intelligence,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Trustworthy artificial intelligence,

Reference 13

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source=pdf_text observed=2026-08-07T14:03:37.492010Z digest=sha256:0c2e6ec8eb639cbb2bc43f76d8970d5a6b7d48f4c4d59be6e9dd94caedab0112

Observation 97ed5809-4a07-495f-93f1-9bdb1051b771 · outbound

This paper cites Trustworthy AI: A Computational Perspective,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Trustworthy AI: A Computational Perspective,

Reference 14

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source=pdf_text observed=2026-08-07T14:03:37.619304Z digest=sha256:457b0b25054a616da62187b5cf18071757015857e694553fe7707111e34168dc

Observation 45cc792a-a5f5-40e0-b904-9e256965dfc1 · outbound

This paper cites Trustworthy AI: From Principles to Practices,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Trustworthy AI: From Principles to Practices,

Reference 15

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Observation 9406e799-52f3-481b-a493-82a71d399232 · outbound

This paper cites Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation,

Reference 16

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Observation d769a66f-4ff7-4d94-bb18-da0e0e898d2a · outbound

This paper cites Black-box access is insufficient for rigorous ai audits,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Black-box access is insufficient for rigorous ai audits,

Reference 17

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Observation a6bda814-3527-4524-a0a3-37834414ea9d · outbound

This paper cites Goldreich,Foundations of cryptography: volume 2, basic applications.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Goldreich,Foundations of cryptography: volume 2, basic applications

Reference 18

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Observation 5c0d911f-682c-4df6-898f-062b7e64ebd1 · outbound

This paper cites How to prove yourself: Practical solutions to identification and signature problems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs How to prove yourself: Practical solutions to identification and signature problems,

Reference 19

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Observation 157c4c17-9169-4910-9a96-956fb55675bb · outbound

This paper cites Random oracles are practical: A paradigm for designing efficient protocols,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Random oracles are practical: A paradigm for designing efficient protocols,

Reference 20

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Observation ad81a715-c0f8-433d-b03b-ac0e0bc1a883 · outbound

This paper cites Non-interactive zero-knowledge and its applications,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Non-interactive zero-knowledge and its applications,

Reference 21

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Observation 6ae0b3a2-9980-4be0-94ef-21ea45795382 · outbound

This paper cites Constant-size commitments to polynomials and their applications,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Constant-size commitments to polynomials and their applications,

Reference 22

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Observation 94f1dad3-f9d1-49a5-9fd9-9b0c28e094ed · outbound

This paper cites Understanding Deep Neural Networks with Rectified Linear Units.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Understanding Deep Neural Networks with Rectified Linear Units

Reference 23

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Observation 9836e101-82ee-4f5d-9253-7fea0dc373a2 · outbound

This paper cites Scaling up Trustless DNN Inference with Zero-Knowledge Proofs.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Scaling up Trustless DNN Inference with Zero-Knowledge Proofs

Reference 24

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Observation 267c2313-630f-4f7d-b31c-13c093ccb2db · outbound

This paper cites A Survey on the Applications of Zero-Knowledge Proofs.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A Survey on the Applications of Zero-Knowledge Proofs

Reference 25

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

This paper cites A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning.

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

Reference 26

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Observation 350cc861-8af8-47af-b31e-37ff1cd9b3a8 · outbound

This paper cites A Framework for Cryptographic Verifiability of End-to-End AI Pipelines.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A Framework for Cryptographic Verifiability of End-to-End AI Pipelines

Reference 27

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Observation 3d65f53e-5488-4a69-9151-7d58d53bd0a6 · outbound

This paper cites Systematic literature reviews in software engineering–a systematic literature review,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Systematic literature reviews in software engineering–a systematic literature review,

Reference 28

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Observation 8c8b7854-2739-4fbc-96ff-ec311c8c7c45 · outbound

This paper cites Control- theoretical software adaptation: A systematic literature review,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Control- theoretical software adaptation: A systematic literature review,

Reference 29

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Observation 5b09e6c2-df9f-46a6-95c9-00f13100282d · outbound

This paper cites Crisp-dm: Towards a standard process model for data mining,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Crisp-dm: Towards a standard process model for data mining,

Reference 30

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Observation 331e2be5-4063-4567-bc7f-d741b36f5998 · outbound

This paper cites The kdd process for extracting useful knowledge from volumes of data,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs The kdd process for extracting useful knowledge from volumes of data,

Reference 31

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Observation 6b7ca528-eeaa-497d-a171-df079fa2deff · outbound

This paper cites Recursive Proof Composition without a Trusted Setup,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Recursive Proof Composition without a Trusted Setup,

Reference 32

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Observation 1d4394ce-7c92-4605-b908-402f9984ef5f · outbound

This paper cites PLONK: Permutations over Lagrange-bases for Oecumenical Noninteractive arguments of Knowledge,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs PLONK: Permutations over Lagrange-bases for Oecumenical Noninteractive arguments of Knowledge,

Reference 33

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Observation 2391bea4-c62a-41e9-817d-44df02b2f477 · outbound

This paper cites Scalable, transparent, and post-quantum secure computational integrity ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Scalable, transparent, and post-quantum secure computational integrity ,

Reference 34

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Observation 1a076982-a911-44fa-ada6-d3b987185934 · outbound

This paper cites Marlin: Preprocessing zkSNARKs with Universal and Updatable SRS,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Marlin: Preprocessing zkSNARKs with Universal and Updatable SRS,

Reference 35

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Observation 29210745-f73a-4f6a-a8a2-f4b8e470a38f · outbound

This paper cites Sonic: Zero-Knowledge SNARKs from Linear-Size Universal and Updatable Structured Reference Strings,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Sonic: Zero-Knowledge SNARKs from Linear-Size Universal and Updatable Structured Reference Strings,

Reference 36

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source=pdf_text observed=2026-08-07T14:03:40.103167Z digest=sha256:c6a914daef0ea9ab42611de28675f526580c1cbcc0f06006e52540c09d82d315

Observation 45716ae9-da16-4c74-b373-dfb1b47966df · outbound

This paper cites Spartan: Efficient and General-Purpose zkSNARKs Without Trusted Setup,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Spartan: Efficient and General-Purpose zkSNARKs Without Trusted Setup,

Reference 37

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Observation 6aa42129-641e-4977-bfc7-6fb12dfc50df · outbound

This paper cites Transparent SNARKs from DARK Compilers,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Transparent SNARKs from DARK Compilers,

Reference 38

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source=pdf_text observed=2026-08-07T14:03:40.369365Z digest=sha256:53c4adc5f269b75f33483ddd8583247e80717c64189c5b145d94cc474a124f71

Observation 2ae151e3-fa4a-4bdb-aeb7-6dca41a57512 · outbound

This paper cites Aurora: Transparent Succinct Arguments for R1CS,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Aurora: Transparent Succinct Arguments for R1CS,

Reference 39

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T14:03:40.534661Z digest=sha256:8e838235db4ecce668150f9f0e793fd6eff8e0781cbd9cdac77eff7bddbed8af

Observation 1bc2c481-9a21-4e41-8e0d-07b93050fb04 · outbound

This paper cites Fractal: Post-quantum and Transparent Recursive Proofs from Holography ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Fractal: Post-quantum and Transparent Recursive Proofs from Holography ,

Reference 40

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T14:03:40.698844Z digest=sha256:7e68db3afe5630b788f0a8b2d04e686856246a76e32d2faa84a543126024c3b2

Observation 20cb0eb2-2439-499a-ae64-81090cca435a · outbound

This paper cites On the Size of Pairing-Based Non-interactive Arguments,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs On the Size of Pairing-Based Non-interactive Arguments,

Reference 41

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source=pdf_text observed=2026-08-07T14:03:40.828106Z digest=sha256:f2b6136b9b4f554f5ad07e5be788b34f751547dd0ef27ad4a30ce654840556ad

Observation 238aa2aa-3f50-42b0-9b52-c242b7583f60 · outbound

This paper cites Bulletproofs: Short Proofs for Confidential Transactions and More,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Bulletproofs: Short Proofs for Confidential Transactions and More,

Reference 42

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T14:03:40.937187Z digest=sha256:2404413149fb430d774fde07f433bca454203960181ea73c1afc26340519e10a

Observation 022b8049-ea90-4542-a079-c2b6f5f7901d · outbound

This paper cites Ligero: Lightweight Sublinear Arguments Without a Trusted Setup,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Ligero: Lightweight Sublinear Arguments Without a Trusted Setup,

Reference 43

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no resolver link, observed 2026-08-07T14:03:41.011652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:03:41.011652Z digest=sha256:8f8199251052cf06a0b8ebb9e814664b00260b2dfba1f4e8669c67ebd41eb464

Observation 2aac2b20-51f7-468a-9fdc-dae0c413f421 · outbound

This paper cites Delegating Computation: Interactive Proofs for Muggles,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Delegating Computation: Interactive Proofs for Muggles,

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:03:41.142031Z digest=sha256:74d8a6d8ff1da1b9d4db3e8c167318f72e631f21378235b49b676b63527742cf

Observation 5de508ec-9d57-48a4-8efe-65737661aaba · outbound

This paper cites Wolverine: Fast, Scalable, and Communication-Efficient Zero-Knowledge Proofs for Boolean and Arithmetic Circuits,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Wolverine: Fast, Scalable, and Communication-Efficient Zero-Knowledge Proofs for Boolean and Arithmetic Circuits,

Reference 45

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no resolver link, observed 2026-08-07T14:03:41.257145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:03:41.257145Z digest=sha256:e3195297b5d275816c48db237bcc6ffe3cc071ce6c3a4a51e3f4b11c7a62e7ca

Observation a50950f7-48ca-435e-b6ef-ce5f5f0f910c · outbound

This paper cites Pinocchio: Nearly practical verifiable computation,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Pinocchio: Nearly practical verifiable computation,

Reference 46

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no resolver link, observed 2026-08-07T14:03:41.371897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:03:41.371897Z digest=sha256:3150eefb22fcbdc0c01e469ad98fe8fa5e93c362f59e8727dc837aa2cd37d31f

Observation 85f8ddae-a1d1-420e-b485-859f9427738d · outbound

This paper cites Non-interactive zero- knowledge proof systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Non-interactive zero- knowledge proof systems,

Reference 47

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no resolver link, observed 2026-08-07T14:03:41.471535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:03:41.471535Z digest=sha256:a288fab5a231c659ac259d80b2620463def4e627779d4a8e1f654a655c8521a0

Observation 821cce48-835f-4fb7-8a94-1bb8a10c5891 · outbound

This paper cites Zero-knowledge using garbled circuits: how to prove non-algebraic statements efficiently ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Zero-knowledge using garbled circuits: how to prove non-algebraic statements efficiently ,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:03.451746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:41.596980Z digest=sha256:c804e876538e1c88504ea4f71b3535a4f8682ad26cee5316e1e6cfbcb4f943eb

Observation c1cf98e1-5389-4749-95d3-e321da42bfb9 · outbound

This paper cites Fiat-shamir: from practice to theory ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Fiat-shamir: from practice to theory ,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:03.222423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:41.708626Z digest=sha256:fa6126c31b25f560bc3c964a977f26a81a103ffe5464659061254cb8eebd4cf7

Observation 89a54619-3f96-40c3-95ae-aa7791639ff0 · outbound

This paper cites Definitions and properties of zero- knowledge proof systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Definitions and properties of zero- knowledge proof systems,

Reference 50

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verified fuzzy
raw_fallback, observed 2026-08-07T14:04:03.071480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:41.837439Z digest=sha256:eec367b58b84a5112074578fae1247d43bf48fd5da5a39a95103763f927ce16c

Observation 3194d2f3-6871-4e30-b95f-d191a0600303 · outbound

This paper cites Do you need a zero knowledge proof?.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Do you need a zero knowledge proof?

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:02.869920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:41.978843Z digest=sha256:76cbe71e520f0c1eff2b06f9a8593012800e698b52e5b09cf4b150cbf92e5a21

Observation f50f7419-43df-4477-8bdc-71ac214a4f60 · outbound

This paper cites Zero- knowledge proof frameworks: A systematic survey ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Zero- knowledge proof frameworks: A systematic survey ,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:02.704877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.087388Z digest=sha256:3104b01523044b8ce305c617f26bfb8b25ef8a94699f0e62b9d55b31c4933577

Observation 85ba1bb1-c39a-4f9f-88f6-3bd533fc028f · outbound

This paper cites Announcing the perpetual powers of tau ceremony to benefit all zk-snark projects,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Announcing the perpetual powers of tau ceremony to benefit all zk-snark projects,

Reference 53

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verified fuzzy
raw_fallback, observed 2026-08-07T14:04:02.515296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.232592Z digest=sha256:f7e0ce68b58c57dd231246fa062f9137e4e44644a835d1c77bc31c261f0ba2cd

Observation 11cb4a38-1644-4661-a219-7c94efaf907a · outbound

This paper cites Arithmetic circuits: A survey of recent results and open questions,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Arithmetic circuits: A survey of recent results and open questions,

Reference 54

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verified fuzzy
raw_fallback, observed 2026-08-07T14:04:02.378363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.383744Z digest=sha256:653a4c021af0723edd2b37c96a70fdacd0dba11ded33eb2c6d1caf42ff84baa1

Observation fbc3de60-03ba-463f-b8f7-e031fc19d3d0 · outbound

This paper cites Approximate arithmetic circuits: A survey , characterization, and recent applications,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Approximate arithmetic circuits: A survey , characterization, and recent applications,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:02.194566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.509700Z digest=sha256:c9cc558727dcf9b032d1cbd19b810884ffffadd3b71349ee023064dbd61e5036

Observation dba55fed-a309-46d7-bdb6-20bec9d1cd3e · outbound

This paper cites Study of arithmetization methods for starks,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Study of arithmetization methods for starks,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:02.040363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.649060Z digest=sha256:96656a3f0328690773a8698cf6f3b9710b24edb1865b3ad6b20d63ceff47176d

Observation 65228b17-bcf8-4e24-8f90-85b1a5ae33f2 · outbound

This paper cites Post-quantum zero-knowledge and signatures from symmetric-key primitives,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Post-quantum zero-knowledge and signatures from symmetric-key primitives,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:01.888438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.791186Z digest=sha256:33a5929ac7fb864c0f018d0ce2dddb00ea2dfff4bfb0fb7c42d5491a7939a837

Observation 445cba45-74bf-4826-893a-251512d08076 · outbound

This paper cites Multi- collision resistant hash functions and their applications,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Multi- collision resistant hash functions and their applications,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:01.599558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:42.914772Z digest=sha256:d981368aa685ed5672a92a8aff68cfab4a71b40b19762c7c498b5632ce564c79

Observation cf5b97df-37b4-474f-bf1b-5ea563a3848c · outbound

This paper cites Post-quantum zero-knowledge proofs and applications,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Post-quantum zero-knowledge proofs and applications,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:01.312856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.022515Z digest=sha256:45011bc68d8abb8bdec495923f9b87417d88023eb68ff6add2d0d00043196ca1

Observation c93d80a9-85bf-4315-9c3b-bb282896edc2 · outbound

This paper cites A Review of zk-SNARKs.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A Review of zk-SNARKs

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T14:03:43.127005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:03:43.127005Z digest=sha256:94fe5d3bcd20d64424c1772b60d777d34aea2899c33e5adcae7637df4caab71a

Observation efe7e986-258e-45aa-89a9-2549438168ea · outbound

This paper cites A benchmark for different implementations of zero-knowledge proof systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A benchmark for different implementations of zero-knowledge proof systems,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:01.098203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.270347Z digest=sha256:357451edbe7e4659118adf4aeb0c7d96e4cba1e24f274a4c9698d4816f1dc036

Observation 0e6db00d-e7b5-4c50-8537-5b49791228f6 · outbound

This paper cites Non-interactive zero-knowledge proof of knowledge and chosen ciphertext attack,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Non-interactive zero-knowledge proof of knowledge and chosen ciphertext attack,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:00.961872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.376276Z digest=sha256:9feb01faa13c6e34e15dd16c948993f1f9126cae103a9f017b5add7107182adc

Observation 9951abb7-10a4-4c60-a171-dcd036738fd1 · outbound

This paper cites Zen: An optimizing compiler for verifiable, zero-knowledge neural network inferences,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Zen: An optimizing compiler for verifiable, zero-knowledge neural network inferences,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:00.797318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.502921Z digest=sha256:dbd4941ad9a9adf335a14d0d4edb7ed0406869cf6adfaf05cf7be2f0fa402943

Observation f9892642-8a86-4dd9-8d52-10a69fd66577 · outbound

This paper cites LegoSNARK: Modular Design and Composition of Succinct Zero-Knowledge Proofs,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs LegoSNARK: Modular Design and Composition of Succinct Zero-Knowledge Proofs,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:00.633235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.588531Z digest=sha256:f6d7dd291211c2a38137803972b4ce950418ee27805b9fa80621539dd3dbc4d5

Observation 3adca276-0fc4-4235-9795-ec2516bd75c7 · outbound

This paper cites A blockchain-based protocol of trusted setup ceremony for zero-knowledge proof,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A blockchain-based protocol of trusted setup ceremony for zero-knowledge proof,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:00.453347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.688841Z digest=sha256:f73a40925ad500361ec4591f841c9674c5b47279886481d2945955ab2e310379

Observation a4cc60d9-c4d3-494b-a1e5-e0f363f4cfd4 · outbound

This paper cites Efficiency of zero-knowledge proofs: A through review and analysis,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Efficiency of zero-knowledge proofs: A through review and analysis,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:04:00.265922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.814649Z digest=sha256:9c4d09e4d1895f2e0876105252d9c8e45e92a7fa24194388d2cdf41edbf75609

Observation 1fcd8770-2a0a-4af6-97c5-5c9930174ec2 · outbound

This paper cites izkp-aka: A secure and improved zkp-aka protocol for sustainable healthcare,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs izkp-aka: A secure and improved zkp-aka protocol for sustainable healthcare,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:59.987199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:43.939027Z digest=sha256:3200a5c6c8df0b4d15c9b4634f4755161121f6b52e74382bc16479ba4d7366f7

Observation 4d477dd0-dc37-46e4-a1be-228c5dafbc7b · outbound

This paper cites Linear-time and post-quantum zero-knowledge snarks for r1cs,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Linear-time and post-quantum zero-knowledge snarks for r1cs,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:59.751673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.040932Z digest=sha256:b8b3d07a19f0d711f09afaf64cc879299a060890bfb41f6d050a1129a6d182db

Observation 7e43b867-1188-4c73-910d-a9592844088f · outbound

This paper cites On-demand device authentication using zero-knowledge proofs for smart systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs On-demand device authentication using zero-knowledge proofs for smart systems,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:59.561764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.132733Z digest=sha256:f754948e5387efd2e5b6142c6279d2f2527568c97fc1e317ea78cc70fcfdc9e3

Observation 105c4a40-efd5-4f0d-9a4e-9fcd3bacbafa · outbound

This paper cites Performance analysis of zero-knowledge proofs,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Performance analysis of zero-knowledge proofs,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:59.405235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.240122Z digest=sha256:4a0293156fc9547d9f6dc58968de856b2a57992aa9f849a31fc86c44127e513f

Observation 4d8cd3a4-671f-48d7-bdeb-b711178c8142 · outbound

This paper cites Gzkp: A gpu accelerated zero-knowledge proof system,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Gzkp: A gpu accelerated zero-knowledge proof system,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:59.184925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.366465Z digest=sha256:2eeff8f4ec6b49697913181e7bfc5a6163e7cb842a0c7b8655c7fbdb2550f380

Observation 7c15afce-2403-4cec-93d2-7955dc6cfced · outbound

This paper cites Practical secure aggregation for privacy-preserving machine learning,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Practical secure aggregation for privacy-preserving machine learning,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:59.022645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.479777Z digest=sha256:3a5f945aaffbf244498204a13cf9347e51e926973a48b529cd862b36d0639730

Observation 808bb0f1-36fc-4273-9db0-4bcc2ecd7bee · outbound

This paper cites Privacy- preserving machine learning in cloud,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Privacy- preserving machine learning in cloud,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:58.858123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.581073Z digest=sha256:89958cb16238245bd5dcf02a5c64904ae301e84eae36e8c049e3cb2a2ee83c94

Observation 5c4e7e67-b6f4-44dc-a45d-02b60d5f2dc8 · outbound

This paper cites V eriFL: Communication-Efficient and Fast V erifiable Aggregation for Federated Learning,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs V eriFL: Communication-Efficient and Fast V erifiable Aggregation for Federated Learning,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:58.682561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.668968Z digest=sha256:2f5f77340fbc63398d8792f53c13e1a92a7a5837f2eda2aa37d98d62c3d5e912

Observation de865da0-9ce7-441c-8fc7-964619d7427c · outbound

This paper cites A Secure Federated Learning framework using Homomorphic Encryption and V erifiable Computing,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A Secure Federated Learning framework using Homomorphic Encryption and V erifiable Computing,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:58.510873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.795747Z digest=sha256:62094fa8f0e921d4d5b312654289c3787557054914911b7d2d601f686ed4b5ab

Observation fa207a5d-7c75-4705-9842-76e5bdd9cae9 · outbound

This paper cites Universal Interactive V erification Framework for Federated Learning Protocol,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Universal Interactive V erification Framework for Federated Learning Protocol,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:58.291186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:44.952453Z digest=sha256:c75bb1b63e128a01acb1ca631cdcdb331ffb2e4587deefc303fab9ad68a7afd1

Observation 66de7148-d245-4146-b1d7-bd856fdbe305 · outbound

This paper cites VFChain: Enabling V erifiable and Auditable Federated Learning via Blockchain Systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs VFChain: Enabling V erifiable and Auditable Federated Learning via Blockchain Systems,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:58.153360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:45.095255Z digest=sha256:f3e1346315460aa0bb1796ff5abca51d45571008341ebf4f6f5c2a71fdd4edb6

Observation 276c9bab-bb16-404f-9888-683041c31237 · outbound

This paper cites Drynx: Decentralized, Secure, V erifiable System for Statistical Queries and Machine Learning on Distributed Datasets,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Drynx: Decentralized, Secure, V erifiable System for Statistical Queries and Machine Learning on Distributed Datasets,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:57.955702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:45.213694Z digest=sha256:bc58b9812b411d2a735bc557c468d8f3ec51805abd683f75509d334d01157fd0

Observation 3b0ccc50-ed9e-4133-a409-196f36ac1eae · outbound

This paper cites A V erifiable Privacy-Preserving Machine Learning Prediction Scheme for Edge- Enhanced HCPSs,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A V erifiable Privacy-Preserving Machine Learning Prediction Scheme for Edge- Enhanced HCPSs,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:57.830786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:45.299407Z digest=sha256:07f8a1909ee34fdb32a9c7d156c289ce663c22c2b0d1b67d40810f2a106cad1b

Observation b6933c5d-cc73-4256-a40f-9fa88d3e3367 · outbound

This paper cites Secure and V erifiable Inference in Deep Neural Networks,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Secure and V erifiable Inference in Deep Neural Networks,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:57.672358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:45.405629Z digest=sha256:fdda8dfe306db42e2cf45268621b5df527675e758a387c9171fffa517d219d7c

Observation 29d4c75d-420a-4ddf-8009-f93eb2fea774 · outbound

This paper cites zkMLaaS: A V erifiable Scheme for Machine Learning as a Service,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs zkMLaaS: A V erifiable Scheme for Machine Learning as a Service,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:57.463639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:45.619292Z digest=sha256:e23b05b29094228493199c89c103734fd00d9a3e33c708798fcc87f66cef4122

Observation 1f5eb58b-1602-48d5-9495-3e29ef1478e9 · outbound

This paper cites Privacy-Preserving and V erifiable Cloud-Aided Disease Diagnosis and Prediction With Hyperplane Decision-Based Classifier,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Privacy-Preserving and V erifiable Cloud-Aided Disease Diagnosis and Prediction With Hyperplane Decision-Based Classifier,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:57.258209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:46.254415Z digest=sha256:f75b69258915eb2bc52eb7a3e819c657fb721677b462aa355b905845713e28fd

Observation 32d8ab88-7fd3-4271-b2c4-22f76775c4e2 · outbound

This paper cites Hydra: Pipelineable Interactive Arguments of Knowledge for V erifiable Neural Networks,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Hydra: Pipelineable Interactive Arguments of Knowledge for V erifiable Neural Networks,

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:57.077521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:47.816341Z digest=sha256:a00407f15dcdca5e731d9603eb8a4c77246efb5638521a4e1cd01a373ba85d50

Observation 0c8fca0d-3007-454a-8678-af61cf349c02 · outbound

This paper cites TAIRA-BSC - Trusting AI in Recruitment Applications through Blockchain Smart Contracts,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs TAIRA-BSC - Trusting AI in Recruitment Applications through Blockchain Smart Contracts,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:56.896498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:47.934456Z digest=sha256:6c7850c9d6869d32a52caf7002ab38e5d53023259e591e4403bef475ac34be73

Observation a513e0c4-dece-4a42-90da-46d021d9386b · outbound

This paper cites A Scalable Blockchain Approach for Trusted Computation and V erifiable Simu- lation in Multi-Party Collaborations,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs A Scalable Blockchain Approach for Trusted Computation and V erifiable Simu- lation in Multi-Party Collaborations,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:56.683214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.069008Z digest=sha256:d1be18012e0ad55bffc788db6e876870d3c15e04aeb313cd91eec210fcdd9928

Observation 6f71e018-9042-49ba-9b62-bdd5213b2e20 · outbound

This paper cites Machine Learning on Cloud With Blockchain: A Secure, V erifiable and Fair Approach to Outsource the Linear Regression,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Machine Learning on Cloud With Blockchain: A Secure, V erifiable and Fair Approach to Outsource the Linear Regression,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:56.469497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.216996Z digest=sha256:3e02b19c4a02a3f0f23327e6ddb9bd5822512e7f8ea718a86622726da94ac28f

Observation ffab9e14-38cb-4483-b431-28507a0460f7 · outbound

This paper cites Zero- Knowledge Proofs of Training for Deep Neural Networks,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Zero- Knowledge Proofs of Training for Deep Neural Networks,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:56.286111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.368201Z digest=sha256:03164b29fe402bac8fcd09e53fc7294b560c483f6e34c8ee8a0d980389902a4e

Observation 6b303cab-aeb8-47e9-97ad-3d348057e809 · outbound

This paper cites ZKML: An Optimizing System for ML Inference in Zero-Knowledge Proofs,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs ZKML: An Optimizing System for ML Inference in Zero-Knowledge Proofs,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:56.118835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.469872Z digest=sha256:762c98ca6a61f80cc75269127f3104cad22ea46bb3baf22bffcf1c40534a8bae

Observation 53b67dd9-35ac-4e06-8ac5-1ee5957f5f5a · outbound

This paper cites ZEN: An Optimizing Compiler for V erifiable, Zero-Knowledge Neural Network Inferences,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs ZEN: An Optimizing Compiler for V erifiable, Zero-Knowledge Neural Network Inferences,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:55.886936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.593238Z digest=sha256:e074974f1ae9b69dbfae3d2c8a48342a0cda4e5f73a657735fbfa4e3ac65f04d

Observation b1f30585-4456-4d5d-a044-831d68c2a7d7 · outbound

This paper cites ZENO: A Type-based Optimization Framework for Zero Knowledge Neural Network Inference,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs ZENO: A Type-based Optimization Framework for Zero Knowledge Neural Network Inference,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:55.686632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.678999Z digest=sha256:529726ff45fa74cbd2137df8c8ac46185f181fb2c3ac9ea9a613f89432cfaa41

Observation c872e764-bfd8-44c9-8bcf-5b00e0f8bace · outbound

This paper cites Mutually Private V erifiable Machine Learning As-a-service: A Distributed Approach,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Mutually Private V erifiable Machine Learning As-a-service: A Distributed Approach,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:55.479379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.793323Z digest=sha256:7d85a7fa0591a9d5990e014076b2466ae121270d7652a200c2355c7e4d0b74a0

Observation 6769bdfe-f338-4827-a598-db5dcc1a03be · outbound

This paper cites Efficient Sum-Check Protocol for Convolution,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Efficient Sum-Check Protocol for Convolution,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:55.286381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.897598Z digest=sha256:8e387b5f80c25c1bd4c0a81028ba256354bc3caecd03f9e2a4b9fbd8a6945a9a

Observation 933f0f3c-3ea8-4798-aaf8-df318b2f9aa1 · outbound

This paper cites vCNN: V erifiable Convolutional Neural Network Based on zk-SNARKs,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs vCNN: V erifiable Convolutional Neural Network Based on zk-SNARKs,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:55.137444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:48.991071Z digest=sha256:1ceaff93cf9459390f1c93a2660f54730716f4416913c3a5de52ba6dba00f325

Observation b54bab6b-21c3-461f-9312-c7e94a7f8010 · outbound

This paper cites zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy ,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy ,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:55.000933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.100839Z digest=sha256:4ece7cd385660647f2377de73c960786460708e09b92443b3e4c93876fbce4b9

Observation 5ba8349a-5838-4694-9707-d5c6d3ea8f42 · outbound

This paper cites An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:54.880230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.196686Z digest=sha256:8607c3d6350a7e50cea1930c296c7f3a00ae30a409863104415f5ee67c5545ff

Observation a1dc7bab-3f08-4983-b762-b7bb2928d7c6 · outbound

This paper cites zkDL: Efficient Zero-Knowledge Proofs of Deep Learning Training,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs zkDL: Efficient Zero-Knowledge Proofs of Deep Learning Training,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:54.700232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.308193Z digest=sha256:68a51af9bf5478356a6fe2d98fdcbf6eee81420624105620f6eb59bbe6861b2e

Observation b95cad23-1f12-4d9a-b892-ba45a30d1753 · outbound

This paper cites zkLLM: Zero Knowledge Proofs for Large Language Models,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs zkLLM: Zero Knowledge Proofs for Large Language Models,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:54.539347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.430077Z digest=sha256:f6f7d118915b21256b77dd6fd0dca2b4d0533dadb8f997d5a1eb256e8b1784c9

Observation 893b9781-f5ac-4891-9e37-43401572b9d2 · outbound

This paper cites Fairness as a Service (FaaS): V erifiable and privacy-preserving fairness auditing of machine learning systems,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Fairness as a Service (FaaS): V erifiable and privacy-preserving fairness auditing of machine learning systems,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:54.345028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.549116Z digest=sha256:d3218b8c7147377fae1402d44e574a7f2b4232dd8836eb8d734c6176ef289cbc

Observation 5149d927-d6d7-4777-8fdb-f84c7847843f · outbound

This paper cites Trustless Audits without Revealing Data or Models,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs Trustless Audits without Revealing Data or Models,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:54.206127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.625528Z digest=sha256:ab767a73a1acec406b5852122d370435ee13458cbe646d9a625ba852d18a2b0b

Observation ba2bfd28-ac31-4b76-bb3d-2c97416a4e63 · outbound

This paper cites An Efficient and Zero-Knowledge Classical Machine Learning Inference Pipeline,.

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs An Efficient and Zero-Knowledge Classical Machine Learning Inference Pipeline,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:03:54.039239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:03:49.696557Z digest=sha256:94a49a1c597afb33ec13f0b577f5a6bfed76c6d239b03e67a592c8c12c48abc5

Pith citing papers

Observation 1a3d5167-e692-4cf3-9b27-93da83859227 · inbound

"Show Me You Comply... Without Showing Me Anything": Zero-Knowledge Software Auditing for AI-Enabled Systems cites this paper.

"Show Me You Comply... Without Showing Me Anything": Zero-Knowledge Software Auditing for AI-Enabled Systems Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-18T03:20:49.070570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-18T03:16:47.147875Z digest=sha256:aa8e0d402c3dde131f22bc52836c777c2922132cf6c1a9a5efb6330fec0f7a19

Observation d6b80073-4f86-4409-9900-efed5167e40b · inbound

Blockchain and AI: Securing Intelligent Networks for the Future cites this paper.

Blockchain and AI: Securing Intelligent Networks for the Future Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:45:53.611596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-10T18:52:23.255538Z digest=sha256:fcdddae6d41828517ec0771418613364d9af0a35b617ae71f3a4a51c4d80b460