Paper Citation Record · LEDGER

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation

As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2502.08001.

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

pith.paper-citation-record.v1
2502.08001 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:15:28.609953Z

measured 50 of 50 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

50 of 50 outbound references displayed

verified exact0
verified fuzzy2
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 21908537-745d-498f-9583-448ec0d8a95d · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.400853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4276e68a-bd18-4a07-b868-d38615279309 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.404932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab890cb-c486-4eaa-b0b9-5520168a56e2 · outbound

This paper cites Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.408620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a8b3d8-fd28-4c3d-aa2b-cb9302efe69f · outbound

This paper cites The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.413461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bda46e4-6f87-4a2d-9c2a-ecb7a9300349 · outbound

This paper cites Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.417913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc7174ce-770b-4cc6-8472-cbd88d9c3ce1 · outbound

This paper cites CINIC-10 is not ImageNet or CIFAR-10.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation CINIC-10 is not ImageNet or CIFAR-10

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.422185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc018e13-fa43-43ce-8849-c10e663db419 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:29.100441Z

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 edd0dc2a-0f83-41c7-8fa1-492721ecc9ca · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:29.089216Z

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 14ec78f1-86ee-4935-ba8b-5f7feebbb2d1 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:29.078471Z

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 a08c0bc1-4a5d-4405-a254-793b94034398 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.438182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c03bca-5712-425a-ad67-33e249f888c5 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Distilling the Knowledge in a Neural Network

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.442022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75b37a59-ba84-4b41-8412-480868b58501 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:29.063038Z

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 0de6e9b9-8641-488d-8be2-a8920f1910aa · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.450411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff63651-66b7-4a0c-966d-acaaa9e1af8e · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:29.044323Z

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 d58d0d6a-f7fd-4e9e-8650-275b694533ac · outbound

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

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.457769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86a56c47-dd2b-4421-8934-3c0903a05bfa · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:29.032121Z

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 3f9f6b04-6356-42ad-bee9-2214a75d9d6b · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.465804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb7fd3e-a87a-4ca9-b65b-f0c6e6914600 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.473262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c0eb4a3-e3c3-4e6c-a731-1465777353b8 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.477468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af187f6-a252-44a1-a021-c897eaefd50e · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.482876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c753c26-0e9b-4cd3-b551-f9ac717c8fdc · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.489251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a25adac-4864-4777-b8cb-5ebe32aacbf3 · outbound

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

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation FedMD: Heterogenous Federated Learning via Model Distillation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.494286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e3f35b-8268-4c07-9533-23146bc56297 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.977355Z

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 6a58522e-4b93-4b47-895f-2fca16bd20c9 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.965998Z

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 e6c47479-8e05-4c55-a894-77bbc511dca1 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.955134Z

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 ff334bbc-8f95-4793-aacd-057ef3be70de · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.513284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d907c6-0abf-4c19-862e-1d0992b3ba1e · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.518028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 600e482b-4d91-488c-aa5b-8d7600f37b4c · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.527544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfba4fe2-3761-429b-9122-c660fff9803e · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.531982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 764e0946-568b-462d-85f5-41bae86ec066 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.913364Z

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 bfa38425-0505-4801-a033-4b1db624fb17 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.902398Z

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 736b7749-7e5f-47ee-8b53-07d1154c4ee6 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.890383Z

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 a22d939f-1111-497f-883b-e1178bec4fd2 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.549978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f923bc7-e601-4343-ac16-cf3335d774b6 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.871286Z

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 51ab0e03-d560-4109-9035-2c87b407240f · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.558629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3e9246-244d-42e2-8540-c6380b7ff0c5 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.854664Z

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 76d21318-e21e-4958-86e1-b8a26f8c9757 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.571053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 018a566f-d5cf-41ec-a055-bfb499052059 · outbound

This paper cites User-Level Label Leakage from Gradients in Federated Learning.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation User-Level Label Leakage from Gradients in Federated Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.574624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5123ebdf-ed20-4c77-9b89-c0aedd6893a5 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.823584Z

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 967940f5-5ca1-4f64-8688-088ee60843b7 · outbound

This paper cites On the Importance of Difficulty Calibration in Membership Inference Attacks.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation On the Importance of Difficulty Calibration in Membership Inference Attacks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.582584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb4fae85-d1aa-49d5-8c45-2598241e8bac · outbound

This paper cites Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.587189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d363407-345a-4487-b892-ed5d2932f632 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.810571Z

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 48cb4f21-fd70-4cb2-aacd-ea9b08ab49a9 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.594738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9841ec-8160-4804-94d4-2400349545c6 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.798394Z

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 de533748-6d5f-4ec7-8ed4-8f194c85732e · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.786458Z

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 f836fa24-2338-452b-8992-9fd0feebbe53 · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.775653Z

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 2d7db820-1e41-4410-9dd4-96a455c7da0c · outbound

This paper cites an unresolved cited work.

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:15:28.764739Z

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 a3f34f3c-a900-43e4-a0b1-2aee1118e0d1 · outbound

This paper cites In 2019 IEEE symposium on security and privacy (SP).

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation In 2019 IEEE symposium on security and privacy (SP)

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:28.522567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d88b50a-4f45-4be8-9e43-df179a5d31df · outbound

This paper cites In Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP).

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation In Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP)

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:15:28.844521Z

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 a6410f6f-61ca-464c-980d-67706d14b0ce · outbound

This paper cites In 2024 IEEE Symposium on Security and Privacy (SP).

Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation In 2024 IEEE Symposium on Security and Privacy (SP)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:15:29.011731Z

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.