Paper Citation Record · LEDGER

Technical Evaluation of a Disruptive Approach in Homomorphic AI

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2506.11954.

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

pith.paper-citation-record.v1
2506.11954 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T01:08:36.810243Z

measured 43 of 43 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T09:31:29.098763Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T09:34:34.488629Z

Reference resolution

42 of 42 outbound references displayed

verified exact4
verified fuzzy26
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed518d1a-a3f6-4fd4-b7bc-6e4b79eb82ee · outbound

This paper cites Springer Nature Switzerland AG.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Springer Nature Switzerland AG

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:32.598007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87915d26-8c85-4834-a136-e3015b81978d · outbound

This paper cites Leveraging TenSEAL: A Comparative Study of BFV and CKKS Schemes for Training ML Models on Encrypted IoT Data.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Leveraging TenSEAL: A Comparative Study of BFV and CKKS Schemes for Training ML Models on Encrypted IoT Data

Reference 2

Resolution: verified exact; doi, observed 2026-08-07T01:08:37.536073Z

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 772eef5b-921d-4908-ba6a-8861ec4f636e · outbound

This paper cites TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption.

Technical Evaluation of a Disruptive Approach in Homomorphic AI TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:32.780092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50d0fa43-a178-4866-b4d5-22835293ed47 · outbound

This paper cites Homomor- phic Encryption for Arithmetic of Approximate Numbers.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Homomor- phic Encryption for Arithmetic of Approximate Numbers

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:46.263549Z

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 7505e419-c1a2-4347-b69d-2e8963d6c902 · outbound

This paper cites TFHE: Fast Fully Homomorphic Encryption Library.

Technical Evaluation of a Disruptive Approach in Homomorphic AI TFHE: Fast Fully Homomorphic Encryption Library

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:45.982037Z

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 bf9c7332-7eea-4776-8ea9-63b228560c93 · outbound

This paper cites Attacking FHE-based applications by software fault injections.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Attacking FHE-based applications by software fault injections

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:45.678488Z

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 af4cda33-154d-4c2c-b93c-b758025e6c09 · outbound

This paper cites TFHE: Fast Fully Homomorphic Encryption over the Torus.

Technical Evaluation of a Disruptive Approach in Homomorphic AI TFHE: Fast Fully Homomorphic Encryption over the Torus

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:45.346417Z

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 781acb76-df8a-41fb-81c8-88e161b26912 · outbound

This paper cites A Survey on Implementations of Homomorphic Encryption Schemes.

Technical Evaluation of a Disruptive Approach in Homomorphic AI A Survey on Implementations of Homomorphic Encryption Schemes

Reference 8

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T01:08:37.229590Z

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 02b3e1ef-6d8c-499d-b0b9-66d3638ea17e · outbound

This paper cites Nonmalleable Cryptography.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Nonmalleable Cryptography

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:45.063324Z

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 af44c470-2d23-430e-8f39-680a8886892f · outbound

This paper cites Performance compar- ison of homomorphic encryption scheme implementations.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Performance compar- ison of homomorphic encryption scheme implementations

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:44.780933Z

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 daa99fcd-3bd3-4fee-85a4-a4e8e7eb2480 · outbound

This paper cites Somewhat Practical Fully Homo- morphic Encryption.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Somewhat Practical Fully Homo- morphic Encryption

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:44.453362Z

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 1e1d40b3-cb5b-46bb-91a1-f538d2423a70 · outbound

This paper cites New Proposal for Homomorphic AI.

Technical Evaluation of a Disruptive Approach in Homomorphic AI New Proposal for Homomorphic AI

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:44.165370Z

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 b386930d-754f-4f4d-9627-189013d17834 · outbound

This paper cites Technical Evaluation Hash-based Homomorphic AI.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Technical Evaluation Hash-based Homomorphic AI

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:43.832365Z

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 25105838-3208-42d0-ba06-1d2f26bf7c6c · outbound

This paper cites an unresolved cited work.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T01:08:43.499187Z

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 5481add1-3f79-4fbc-a7b0-7178ac135798 · outbound

This paper cites A fully homomorphic encryption scheme.

Technical Evaluation of a Disruptive Approach in Homomorphic AI A fully homomorphic encryption scheme

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:43.184229Z

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 52fc5e6b-2883-40a9-9e80-e1746d7785fc · outbound

This paper cites Hands-On Machine Learning with Scikit-Learn, Keras & Tensor- Flow.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Hands-On Machine Learning with Scikit-Learn, Keras & Tensor- Flow

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:42.868297Z

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 c8942d22-f77e-42e5-a71c-e307c3d35e31 · outbound

This paper cites The GNU Multiple Precision Arithmetic Library.

Technical Evaluation of a Disruptive Approach in Homomorphic AI The GNU Multiple Precision Arithmetic Library

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:34.502545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e59618a-5fb6-4ce4-891e-d97e01e148d9 · outbound

This paper cites https://github.com/homenc/HElib.

Technical Evaluation of a Disruptive Approach in Homomorphic AI https://github.com/homenc/HElib

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:42.558912Z

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 54e20d3d-e0b9-483b-960e-c4fdfd5225d8 · outbound

This paper cites https://github.com/hpdic/openfhe-development.

Technical Evaluation of a Disruptive Approach in Homomorphic AI https://github.com/hpdic/openfhe-development

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:42.319511Z

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 a19dd5cc-ed64-4d3f-aaf4-b879866dbfa0 · outbound

This paper cites Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values

Reference 20

Resolution: verified exact; doi, observed 2026-08-07T01:08:37.052551Z

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 277c7599-6b44-4994-bc4a-d4d08b7f87c2 · outbound

This paper cites https://www.

Technical Evaluation of a Disruptive Approach in Homomorphic AI https://www

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:42.096202Z

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 dfb3bcbb-6d42-4490-8e7e-f4efda76bb13 · outbound

This paper cites https://digi talprivacy.ieee.org/publications/topics/what-is-homomorphic-encryption, last accessed 2025/01/02.

Technical Evaluation of a Disruptive Approach in Homomorphic AI https://digi talprivacy.ieee.org/publications/topics/what-is-homomorphic-encryption, last accessed 2025/01/02

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:41.838219Z

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 758a723d-a27d-43c2-992a-45a6ed1a0930 · outbound

This paper cites Faster homomorphic comparison opera- tionsforBGVandBFV.author=,ProceedingsonPrivacyEnhancingTechnologies, volume 2021, pp.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Faster homomorphic comparison opera- tionsforBGVandBFV.author=,ProceedingsonPrivacyEnhancingTechnologies, volume 2021, pp

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:41.620691Z

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 b34f47c0-1714-4716-bab6-87fe38bc4aa3 · outbound

This paper cites Introduction to Algebra.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Introduction to Algebra

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:41.453259Z

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 f7cceae3-68dd-4e34-b23e-9bd715b68d34 · outbound

This paper cites FHEBench: Benchmarking Fully Homomorphic Encryption Schemes.

Technical Evaluation of a Disruptive Approach in Homomorphic AI FHEBench: Benchmarking Fully Homomorphic Encryption Schemes

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:35.196001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4357b96a-e9f4-4dfa-a166-3f73e2948ace · outbound

This paper cites A High-Level Technical Overview of Fully Homomorphic En- cryption.

Technical Evaluation of a Disruptive Approach in Homomorphic AI A High-Level Technical Overview of Fully Homomorphic En- cryption

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:41.171520Z

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 72e5fcce-da6f-4ba2-bd87-db152cc0bab4 · outbound

This paper cites The MNIST Database of Handwritten Digits.

Technical Evaluation of a Disruptive Approach in Homomorphic AI The MNIST Database of Handwritten Digits

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:40.934701Z

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 2e9dec4b-2ee4-4ecc-bbe8-d4e3bf1ccc6d · outbound

This paper cites Basic Category Theory.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Basic Category Theory

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:35.587707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f20dd51-4287-4826-afa9-8a8555c93e75 · outbound

This paper cites an unresolved cited work.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Unresolved cited work

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-07T01:08:38.330206Z

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 25533853-bc7c-4c95-b7a7-b2a1110fc7b1 · outbound

This paper cites an unresolved cited work.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T01:08:40.712479Z

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 0a154bd7-e488-46f9-b980-81f60c0495fc · outbound

This paper cites On ideal lattices and learning with errors over rings.

Technical Evaluation of a Disruptive Approach in Homomorphic AI On ideal lattices and learning with errors over rings

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:40.508777Z

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 2bb87f42-d598-4993-b189-e2344e1470f3 · outbound

This paper cites What Is a Statistical Model? The Annals of Statistics, Vol.

Technical Evaluation of a Disruptive Approach in Homomorphic AI What Is a Statistical Model? The Annals of Statistics, Vol

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:40.306543Z

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 6652360e-fae3-40cc-9b55-8bcf323c4c99 · outbound

This paper cites Menezes, Paul C.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Menezes, Paul C

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:36.037132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ff4bd5-482b-410e-b724-1123b87b4231 · outbound

This paper cites https: //github.com/microsoft/SEAL.

Technical Evaluation of a Disruptive Approach in Homomorphic AI https: //github.com/microsoft/SEAL

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:40.048764Z

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 ca171287-4f41-4623-9468-d6b2bcd8f24b · outbound

This paper cites US Data Breach Victim Numbers Surge 1170 % Annually.

Technical Evaluation of a Disruptive Approach in Homomorphic AI US Data Breach Victim Numbers Surge 1170 % Annually

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:39.852979Z

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 fb0508b3-d002-45ef-8f35-5e040a1cfe08 · outbound

This paper cites an unresolved cited work.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T01:08:39.633283Z

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 991610ab-7ad0-40b8-87a3-2f613a0fc693 · outbound

This paper cites Awesome Homomorphic Encryption.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Awesome Homomorphic Encryption

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:39.406491Z

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 79b90890-84dd-4fec-9f78-c6fa44c98b6c · outbound

This paper cites an unresolved cited work.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T01:08:39.141467Z

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 0a9dca5e-9502-4325-98ca-dd6bb22755b2 · outbound

This paper cites Comparison of FHE Schemes and Libraries for Efficient Cryptographic Processing.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Comparison of FHE Schemes and Libraries for Efficient Cryptographic Processing

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:38.939910Z

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 a5d81ff6-7527-465d-8a09-dbfd29486608 · outbound

This paper cites On Side-Channel and CVO Attacks against TFHE and FHEW.

Technical Evaluation of a Disruptive Approach in Homomorphic AI On Side-Channel and CVO Attacks against TFHE and FHEW

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T01:08:38.623727Z

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 ee961dca-59f5-4e32-88a2-e52582a9d4d7 · outbound

This paper cites https://github.com/zalandoresearch/f ashion-mnist, last accessed 2024/11/05.

Technical Evaluation of a Disruptive Approach in Homomorphic AI https://github.com/zalandoresearch/f ashion-mnist, last accessed 2024/11/05

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T01:08:36.707311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 591f970f-807b-46f7-9e67-b4845ac112a8 · outbound

This paper cites Hades: Homomorphic Augmented Decryption for Efficient Symbol-comparison -- A Database's Perspective.

Technical Evaluation of a Disruptive Approach in Homomorphic AI Hades: Homomorphic Augmented Decryption for Efficient Symbol-comparison -- A Database's Perspective

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-07T01:08:37.923656Z

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.

Pith citing papers

Observation b7edc146-c07d-4344-827d-f28f12c283ea · inbound

Arbitrary Reduction of Validation Error for AI Decision Tests using Homomorphic AI and Repetition Codes cites this paper.

Arbitrary Reduction of Validation Error for AI Decision Tests using Homomorphic AI and Repetition Codes Technical Evaluation of a Disruptive Approach in Homomorphic AI

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-30T09:34:34.490668Z

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.