Paper Citation Record · LEDGER

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security

As of 10 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2507.09607.

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

pith.paper-citation-record.v1
2507.09607 v4

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T05:17:06.540959Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy33
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b0fdadf-c11d-4ec7-ada5-836b9ca85384 · outbound

This paper cites an unresolved cited work.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-19T05:22:07.609328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ccd3f290-efec-4c8c-87d4-aaddb5292825 · outbound

This paper cites an unresolved cited work.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-19T05:22:07.614552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57dbc1af-f391-4908-ad45-b0364408cb2b · outbound

This paper cites FOCS 1982: 160-164.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security FOCS 1982: 160-164

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.648277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 30a13552-8081-48e9-b4ca-e0904d56a794 · outbound

This paper cites CRYPTO (2) 2018: 769-798.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security CRYPTO (2) 2018: 769-798

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.626140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff636578-2293-4614-a2e1-ad7fff6a9617 · outbound

This paper cites USENIX Security Symposium 2024.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security USENIX Security Symposium 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.629271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63253bf1-df7e-4ea6-8e39-f4b40130b188 · outbound

This paper cites IEEE Trans.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security IEEE Trans

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.645810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa28ccd3-8eab-41f2-9778-24c9c717060b · outbound

This paper cites Wahby, Fraser Brown, Wenting Zheng: Silph: A Framework for Scalable and Accurate Generation of Hybrid MPC Protocols.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Wahby, Fraser Brown, Wenting Zheng: Silph: A Framework for Scalable and Accurate Generation of Hybrid MPC Protocols

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.640199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4723b795-7734-4e19-b399-30c0d909e56b · outbound

This paper cites USENIX Security Symposium 2022: 827-844.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security USENIX Security Symposium 2022: 827-844

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.623169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea6bfb2b-8611-4081-9e23-9f1d4f8966b4 · outbound

This paper cites USENIX Security Symposium 2024.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security USENIX Security Symposium 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.611804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f77590e8-9516-4acd-b4d9-8ffa3180c24b · outbound

This paper cites USENIX Security Symposium 2021: 2651-2668.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security USENIX Security Symposium 2021: 2651-2668

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.637352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation df81a1a3-c8ec-4947-999a-b23973b4c979 · outbound

This paper cites an unresolved cited work.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-19T05:22:07.562741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f1933af-bca7-43c3-b6fd-74a88112fe38 · outbound

This paper cites SP 2024: 542- 560.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security SP 2024: 542- 560

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.565631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f150fad-279d-45c6-b3f1-6bce69cc2a26 · outbound

This paper cites STOC 1986: 364-369.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security STOC 1986: 364-369

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.568124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c04e5f9-1f84-4ba7-9548-16c3ce205a20 · outbound

This paper cites SP 2024: 4753-4771.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security SP 2024: 4753-4771

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.570540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d37d0f5b-2b12-4526-8b5b-fcb2a023a578 · outbound

This paper cites CCS 2021: 3266-3281.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security CCS 2021: 3266-3281

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.656266Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1736e66b-2daa-4dc8-8e1f-4df1646cfe51 · outbound

This paper cites NeurIPS 2020.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security NeurIPS 2020

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.575441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed9ef5bb-434f-47ea-917f-7f21551c175f · outbound

This paper cites Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:22:06.499932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 749b8ea9-cb9b-485c-99b9-346afd138d16 · outbound

This paper cites USENIX Security Symposium 2024.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security USENIX Security Symposium 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.653874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d715b61-2769-440b-9c62-c8e359da91a2 · outbound

This paper cites CCS 2019: 887-903.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security CCS 2019: 887-903

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.606852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f39c2651-9d6b-4cdc-9c4c-c64a4fe4e5eb · outbound

This paper cites IEEE Symposium on Security and Privacy 2017: 19-3.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security IEEE Symposium on Security and Privacy 2017: 19-3

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.617186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ef33b1e-3e61-4ae2-861e-71731d95c1f2 · outbound

This paper cites Smart, Sarah Zakarias: Multiparty Computation from Somewhat Homomorphic Encryption.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Smart, Sarah Zakarias: Multiparty Computation from Somewhat Homomorphic Encryption

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.634543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8b2305b0-e9cd-4078-a955-4283b03121fa · outbound

This paper cites Smart: Practical Covertly Secure MPC for Dishonest Majority - Or: Breaking the SPDZ Limits.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Smart: Practical Covertly Secure MPC for Dishonest Majority - Or: Breaking the SPDZ Limits

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.643031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46fdca7d-bf9d-4a39-90af-653981e473f3 · outbound

This paper cites CCS 2016: 830-8422.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security CCS 2016: 830-8422

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.592101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cbd8fccb-c65e-4a54-a314-dcffe9ed07cd · outbound

This paper cites EUROCRYPT (3) 2018: 158-189.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security EUROCRYPT (3) 2018: 158-189

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.572889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ccf8f29-8768-4e8c-ad4b-62eaa9d6e9b9 · outbound

This paper cites Smart, Frederik Vercauteren: Overdrive2k: Efficient Secure MPC over $ \mathbb {Z}_{2k}$.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Smart, Frederik Vercauteren: Overdrive2k: Efficient Secure MPC over $ \mathbb {Z}_{2k}$

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.597527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e1061c8c-76b5-4e76-9540-8af3dcf0da0f · outbound

This paper cites CRYPTO (1) 2022: 383-412.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security CRYPTO (1) 2022: 383-412

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.619894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c82e848-337d-4001-9406-e440ade78ddc · outbound

This paper cites CRYPTO (3) 2019: 432-461.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security CRYPTO (3) 2019: 432-461

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.631954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a108f7f7-fbdb-4f92-9f11-862a5afa8f63 · outbound

This paper cites TCC (B1) 2016: 367-399.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security TCC (B1) 2016: 367-399

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.602165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8c09b5d-d821-4f3c-ad52-72060fe02c94 · outbound

This paper cites ASIACRYPT (3) 2018: 118-138.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security ASIACRYPT (3) 2018: 118-138

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.578054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e68068c5-0c19-49fd-957b-0e282f0869cb · outbound

This paper cites TCC (2) 2022: 470 - 501.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security TCC (2) 2022: 470 - 501

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.599882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6aac7e68-8a40-46af-96df-6d256d5f842f · outbound

This paper cites Cryptology ePrint Archive.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Cryptology ePrint Archive

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.604559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e5551e6-bf27-4146-ac09-f8304e9fd5a2 · outbound

This paper cites IEEE Symposium on Security and Privacy 2019: 1102-1120.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security IEEE Symposium on Security and Privacy 2019: 1102-1120

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.651012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80cb930a-3d97-4dd3-96b0-4166272a6d90 · outbound

This paper cites Lauter, Michael Naehrig, John Wernsing: CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Lauter, Michael Naehrig, John Wernsing: CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.594810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e60bd43a-8cb4-4606-b99a-ba82649b241c · outbound

This paper cites IACR Cryptol.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security IACR Cryptol

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.589233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b9b76e2-25c2-4554-91af-7eaa63d83c37 · outbound

This paper cites Wright: Privacy-preserving Machine Learning as a Service.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security Wright: Privacy-preserving Machine Learning as a Service

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.581331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 301a4435-91df-4140-894f-f7665455aa2e · outbound

This paper cites USENIX Security Symposium 2020: 2505-2522.

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security USENIX Security Symposium 2020: 2505-2522

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.583999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8bfe7d41-c693-46b7-931d-5b5b1b6178b6 · outbound

This paper cites IEEE Access 11: 62062- 62076 (2023).

Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security IEEE Access 11: 62062- 62076 (2023)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T05:22:07.586754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.