Paper Citation Record · LEDGER

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning

As of 7 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2606.08252.

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

pith.paper-citation-record.v1
2606.08252 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T19:17:23.711817Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

39 of 39 outbound references displayed

verified exact7
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1082e502-cce5-49ad-b3a4-6f909c453d58 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc414cf-db0b-482c-ae5f-d4d49302a57f · outbound

This paper cites Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:07:25.932947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bd57c72-9c92-478b-8a2d-6b2b772cd33f · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7745f14-b8da-4495-8338-64aa0465d081 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dc5e6b1-1a60-439e-9b34-3e03da92c2ac · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9e18145-82e5-4531-9697-4600a2732db8 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32b2646-5607-4e13-8935-31853244d67c · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a3011d7-6f2c-4276-9245-529c29aa93e1 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83459729-7e7e-4607-b72a-2f4b473713f7 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8c128e-d76a-4027-a7ef-9ee5ed5c09a5 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73dd3496-a549-47d4-a97d-28a8846aa1b8 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee084170-4782-4c1d-bf42-8508425908b8 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Distilling the Knowledge in a Neural Network

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:07:25.938383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6af2d46d-5964-48a7-9452-913a38e5b509 · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:07:25.944042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b96938fe-ee04-4ea2-9cc1-4826b09cd64b · outbound

This paper cites Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:07:25.940852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0373f22c-2bd5-4a94-bf0c-67cc9439bd22 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71b2e125-9aaa-4513-94e0-a7bf2988ada6 · outbound

This paper cites Advances and Open Problems in Federated Learning.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Advances and Open Problems in Federated Learning

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:07:25.962385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5589ab00-95e6-4953-86a9-ea6987b83cf3 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab80392-ef77-4015-af3b-35b77064fa28 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb2ba00-22e3-4892-9325-6789a11502c0 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15699118-8a7a-48c0-925b-4e8e217c8c63 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec19edc-b518-44c8-babe-f8108b95fb0b · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134e1506-f5e7-4283-a16a-bbdbafc76f50 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b5376a6-5ea8-480b-b820-cab435779b37 · outbound

This paper cites FedMD: Heterogenous Federated Learning via Model Distillation.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning FedMD: Heterogenous Federated Learning via Model Distillation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:07:25.935692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05d0c48c-0db5-4ab1-ab4f-f9c6bd007c2a · outbound

This paper cites Practical One-Shot Federated Learning for Cross-Silo Setting.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Practical One-Shot Federated Learning for Cross-Silo Setting

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T22:07:25.929817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31a04e11-2605-4de0-911b-2bf3e4ad8a8b · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf05765e-61b5-4117-b1c2-65dc65f4387f · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a3271a8-a539-47b5-aed5-0b9b2fbbfe20 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c530e983-85e3-459e-87a9-b180078c9755 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc2bb3d-0623-41b1-b0aa-be90062a2f51 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b7ef116-181c-4eeb-a988-8dbf7a073ab6 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc9b8a58-b84f-41ae-a831-09bbc1871ba3 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae9bd1b-3ddf-4c15-97f9-50c612396db4 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b9f5f8-93eb-4f52-ac60-eb9ac3be6f53 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da6afb34-9ea3-42d3-8220-95c97ebabdfc · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f987958-0f4c-4623-9a1a-0ce7888a0d2f · outbound

This paper cites author Stronati, M.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning author Stronati, M

Reference 35

Resolution: verified exact; doi, observed 2026-06-27T19:21:10.621245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2443808f-47fa-4772-8604-4f0d856fe75b · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b72c3cf-f992-44f8-8258-b7678002223c · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15fdee0-1569-4686-b757-ffe1b4499e86 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7ecc81-d1d2-4107-9492-4ed967dcef23 · outbound

This paper cites an unresolved cited work.

Quantifying and Defending against the Privacy Risk in Logit-based Federated Learning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T19:17:23.711817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.