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Paper Citation Record · LEDGER

Membership Inference Attacks and Defenses in Federated Learning: A Survey

As of 12 August 2026, this Paper Citation Record lists 100 of 175 outbound references and 1 inbound Pith citation observation for arXiv:2412.06157.

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

pith.paper-citation-record.v1
2412.06157 v1

Coverage vector

measured 100 of 175 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:00:19.823489Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:58:01.369132Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T17:58:01.403697Z

Reference resolution

100 of 175 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved97
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 31baf121-8316-43af-87e4-270c99bac1c0 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T20:00:19.345766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e5e88874-3705-4332-aeb4-2bfb8445a782 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 2

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Observation 8c96883d-b0f5-484f-bbc8-23197e6ae7c9 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 3

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Unavailable: canonical work link unavailable.

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Observation cedcaf4c-0112-4cbc-a89d-c356f1f3a2e0 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-11T20:00:19.361626Z digest=sha256:e44dea70e76b9d68fa9da45e41fba77c486eea0db18c018f54edfbb061671b1d

Observation ca661ee1-0f53-44d7-8cc6-fc6fa3ca5ecb · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-11T20:00:19.366853Z digest=sha256:9e499ed1ac7f9845f8df8551d60734bed0df474c1cdf5c0c2e865c30fde3550e

Observation 9542599c-2b9a-4d13-8da1-f74fc3cdbc05 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:00:19.371919Z digest=sha256:a90abfdc196e4221a17fd781c5c794f7019e2a30331e478c409bc2d52c3d6651

Observation 701b08dd-4d9c-44b4-8a08-b2ca5c9c2978 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 7

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5288d1aa-45f1-4869-84ca-a7ea44ccdf77 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 8

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Unavailable: canonical work link unavailable.

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Observation 7e19a9b8-c82e-4af8-9f1d-c98814662c1e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 9

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Unavailable: canonical work link unavailable.

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Observation ad16526b-aee9-4ee7-98d9-012a959349a0 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 10

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Observation ff9adc1f-70d1-4c39-a1cc-fecd9c49e039 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 11

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Observation d4ef2945-25cc-44ec-a60d-4c99aee77e50 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 12

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Observation a0c2cff6-448d-4d14-ab18-229c9139c140 · outbound

This paper cites iDLG: Improved Deep Leakage from Gradients.

Membership Inference Attacks and Defenses in Federated Learning: A Survey iDLG: Improved Deep Leakage from Gradients

Reference 13

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Observation f9980559-c256-4bb8-b9f5-f09f17f81afa · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bbb1866a-0037-4b8c-9849-fdae06e3416b · outbound

This paper cites Reconstruction of training samples from loss functions.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Reconstruction of training samples from loss functions

Reference 15

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cf37b59a-ce15-4009-af36-deb625128e6a · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 16

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Observation 3b06e20c-161f-41c0-8c4f-05a0f6752fe7 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

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Observation 24c55426-c54c-44be-8b44-ca98d4f54f0f · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

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Observation f79a0f9a-4471-4f02-a9d0-8acee1a5af6c · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1d638234-c8a6-4a6e-9c0e-d845bce75d3b · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 20

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Unavailable: canonical work link unavailable.

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Observation b23bfc31-9eb5-4cf9-8dc7-91141fd41f29 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 21

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Observation 543f1afe-9e19-41fb-90d7-a6be620bfa44 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 22

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Observation 1b5c8df7-a375-452f-846b-3a212d1fe18a · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

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Observation ce8e138e-dc79-4452-a6a6-2aab66eb9708 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 24

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Observation 108d913c-17e4-4dac-a549-11117c9f02fd · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 25

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Observation 81741144-95c8-4d4e-ae50-1caa3184bcaf · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 26

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Observation 60b719d2-abff-46eb-98f9-cb27b27cccec · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 27

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Observation 1dce91f6-6b58-4ff8-ba8e-d8d516a7a286 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 28

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Observation 2aff712f-2805-438b-9043-d135cead5cca · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 29

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Unavailable: canonical work link unavailable.

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Observation 5bef7e2e-dd79-4709-82dd-5e2c74b9fb4f · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 30

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Observation 58adda39-bd23-44c5-bea3-6562b852604e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 31

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Observation e3ba802c-f949-4c7f-bf6c-984c5ffd35f5 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 32

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Observation e29ba3cd-5ee0-48d6-8a96-611b3cee7c7d · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 33

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Unavailable: canonical work link unavailable.

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This paper cites Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning

Reference 34

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verified exact
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Source-reported events for the cited work

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Observation bb368295-058e-48af-9390-7d70ed472c0a · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 35

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Observation ae722241-d81f-4476-9381-366e7e323677 · outbound

This paper cites Subject Membership Inference Attacks in Federated Learning.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Subject Membership Inference Attacks in Federated Learning

Reference 36

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Observation 8aa7bc7a-9448-4f80-b91e-4c64f776f42b · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

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Observation 7ddf5769-6578-4d26-b003-e70bde1a8146 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 28b1cccb-561e-4bd7-9cef-0bb43b646c68 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 39

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Unavailable: canonical work link unavailable.

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Observation 49b4e424-8b53-4b61-8195-7ae36ac9da1e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 40

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Unavailable: canonical work link unavailable.

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Observation f05737b4-2edf-407f-b112-0878f0de4364 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-11T20:00:19.540255Z digest=sha256:007d94878fd7e09670021a45b01b3ac29b4e9a8a3265126bbc015f730515cc34

Observation 73960480-86fb-4036-bd37-2915c249df7d · outbound

This paper cites Differentially Private Federated Learning: A Client Level Perspective.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Differentially Private Federated Learning: A Client Level Perspective

Reference 42

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source=pdf_text observed=2026-08-11T20:00:19.544748Z digest=sha256:9207f0363eb3335d8761e7d5146bd8083380ecc0713c51ee8d34e898aad16352

Observation 9759878f-9525-4466-b6c9-01ef5cdfa1ac · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-11T20:00:19.549155Z digest=sha256:78db0f07bd27d5628f0e0353b36dcd73e85dae234f4617e0def1edbc41df9a1a

Observation c43c5785-80cc-4f31-952d-f0a93ed54cde · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-11T20:00:19.558545Z digest=sha256:d8c6c9d138bb5650198cacaaf1013bece913b07da27c839d06ff5090b2c0d5ad

Observation 741fc05a-c9ca-4285-ab6d-6e93675d4aab · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-11T20:00:19.563382Z digest=sha256:30cc9c458b79605f46953250890c2e80948621944694f058639d1eea2db02540

Observation 814a09f5-59ce-4b2f-b98e-6659e671916f · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-11T20:00:19.567830Z digest=sha256:b79938a670d4ecc4d7839469252434a8ed8bcd782958b1d4b13075e039ab632f

Observation f2a2dbc8-d41e-4640-9f1c-e85204412e5b · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-11T20:00:19.572484Z digest=sha256:2c0973bc5919e3a63290391c261d7765ad7679a7dbd7bcae29436924d6c30202

Observation 440adbe1-582c-43f1-9ec4-a5ce88a2996f · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-11T20:00:19.577235Z digest=sha256:f17a952f31af72c11e08e587805eaf81a18b20ac41fc6c8348266999c887eb5c

Observation f09337cb-5328-44bb-8dbd-085b2a145602 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-11T20:00:19.586999Z digest=sha256:ce641e3eab83bf954ba79a5fb81cf9df7190a2a34993ae91a95718c851755130

Observation 2ff98750-fbf1-4944-985f-16be147ce39b · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-11T20:00:19.591394Z digest=sha256:e2b98b70f0f70f7f90f18e7262539af868c51f9019379c563be243747e9e1d8a

Observation e364c04e-2e61-472b-a7ba-1bba18aec129 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-11T20:00:19.596070Z digest=sha256:da92411eb07a9f1acda64fc3bb966137b292d4e5ef37cce05816f33ff8c5376e

Observation bb192dcf-6abb-4d23-a286-5f917068fdd8 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-11T20:00:19.600489Z

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source=pdf_text observed=2026-08-11T20:00:19.600489Z digest=sha256:5aa40fce43bc56703859d84c14f9f9ea5c2b5e5dda2dcf6f9ed40eb1751e7065

Observation 30cc1b0b-5876-4629-849e-cd87dea0fce8 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-11T20:00:19.604813Z digest=sha256:22ad101834fababb6faf044af59a5356f7600235a8908632fa1c175f16c1651f

Observation cc8640aa-2c8f-4fb1-92d6-50fb7dd89175 · outbound

This paper cites Threats to Federated Learning: A Survey.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Threats to Federated Learning: A Survey

Reference 54

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source=pdf_text observed=2026-08-11T20:00:19.609250Z digest=sha256:5ae94466ddb71648daa5f6ea62ced87f8dde25f9fa9f15ac9c3a3906b97611ec

Observation 80b6a785-f6a2-4143-9352-0295cf3c9b7a · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 55

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no resolver link, observed 2026-08-11T20:00:19.614841Z

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source=pdf_text observed=2026-08-11T20:00:19.614841Z digest=sha256:7d04eda38ea1c62c97160d189e0fb0a7f58bfcfd82c5740b84d6c001be8427cc

Observation e0983c6e-24f6-4f2d-9ab8-4b07edf34dc7 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-11T20:00:19.619686Z digest=sha256:a30c4fafc32d4b31ef886ee0b85ad3e8139192b3e597f44b0f1924e8089555ea

Observation cbcf5a9b-4930-494f-8d0a-019cc21b27cd · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-11T20:00:19.624584Z digest=sha256:b874beefeda55e70e6cbee0e4d7c8b30bdaa2fb83a8e1fc20214f8fa3fcf4168

Observation f37c47b0-e7f7-4b6d-96a0-c72c9e687b6c · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-11T20:00:19.629080Z digest=sha256:ef6e9fed7399017962065e21c086b3168ed1df5e52e0116fe25496e95e4bfce1

Observation af79f1d4-0584-4dd9-960c-cdff26ef476d · outbound

This paper cites FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning.

Membership Inference Attacks and Defenses in Federated Learning: A Survey FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning

Reference 59

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source=pdf_text observed=2026-08-11T20:00:19.633583Z digest=sha256:1081bce3a1fe2a6e8d898bec5894b19227ef4a72e145a886e49c708e0ee8724d

Observation a26c15aa-3ba8-4683-80ad-9ef0227649f7 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-11T20:00:19.638224Z digest=sha256:6ec5fb881fd5188e56de62eea9688cb03f5d199f80558552dd6b22b602e18f02

Observation d397f60a-2c78-469b-9ca0-12b5fd0433ff · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-11T20:00:19.642833Z digest=sha256:3975098798e0d1b9f4a2b55503afcb1c326fd00709ff70168e50747758b597de

Observation 8f915646-b7dd-4e2e-9cd6-cac1d6210062 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-11T20:00:19.646907Z digest=sha256:0a8d74cd6c6e68bc1f8d91b097e3534d2f9c68b46e71d12d0356344138f8fabb

Observation d4d00425-e203-42d1-9f05-0f0eec8d7e7e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-11T20:00:19.651539Z digest=sha256:4afc84bda55bb31cca3f3240ef2bdbeb79886934bdc002157407c8c434eb29cc

Observation 5b0feebf-77b3-484d-9b00-2cf738b6778d · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-11T20:00:19.656975Z digest=sha256:f41a87f0141086ee9fcbbebe45dd443f013542733d4323997c80e52a2531f6ed

Observation 2b9e8dea-efa4-4da4-a5ff-817751f1689c · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-11T20:00:19.661913Z digest=sha256:9863b38c8dfdcde66e49de147a3b1e3ba243076e45e53d146b73fd338312bda5

Observation 07373785-5d52-4dc2-a975-98a24cad4929 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-11T20:00:19.666370Z digest=sha256:b274c3e530bec2d8f178c7c1340bd9358a8be49c3cc1ad46b8531693ba616089

Observation 7d4d2d9e-7dba-4689-8ef9-c4d8a455a5cd · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-11T20:00:19.670676Z digest=sha256:ae3b40f5985619a5679fbe9b116a846e83377ecdfc8b12772f6812597d3ab9f7

Observation 46c5c7f5-f311-4986-a5ef-c4139eada18f · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-11T20:00:19.675014Z digest=sha256:391621a3dbfae365ca5b55be5bc6209cff11c719aeb2dc71f5389ce95e3c7e83

Observation 297d8344-42ab-488f-bd9d-66434f374f55 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-11T20:00:19.679487Z digest=sha256:875dd1c193153ef0c9c04bc30887b0203f952d41990d6a88ee6a1ea4bf6794ac

Observation 07ac0c34-56f1-44fc-9662-8dd63fb74541 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-11T20:00:19.684762Z digest=sha256:d0e3c4adadb6eb2372baf0a5464964933cb804264586f422d67ee11fef9a23e8

Observation 770ceaf8-f2fa-4a44-b110-cb4fa3211f38 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-11T20:00:19.690512Z digest=sha256:9c341a128a96b8f5fe68f59487ac3b85e8b35af5608215fa66eee4f8f49d935c

Observation a648c4c8-1460-40c6-8198-6fe69070841d · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-11T20:00:19.694784Z digest=sha256:0af60bbf51068b79b6e2db63ea5bb84ce91f67bbe03473175253648d5a6b0be7

Observation 8a024e94-0d9b-4be9-9dcd-28ba8bbea7c3 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-11T20:00:19.698798Z digest=sha256:11032a548801805c00cb37c24f885ed837601a7ae4446b11a08413226b6895da

Observation a1ad6ca3-9dce-4900-892c-fa67eabf845e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-11T20:00:19.702951Z digest=sha256:75c742bc12706fc2ceae09905d5a897cff71265bb794fdee066597be7d7e8940

Observation d651fa2c-c6a2-405d-bfeb-a3bf445c8e9e · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 75

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no resolver link, observed 2026-08-11T20:00:19.707519Z

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source=pdf_text observed=2026-08-11T20:00:19.707519Z digest=sha256:672df29ca8e95d09c675124adfb24e0bad492f06f9d23b46c3ef70f0f880275a

Observation 5c6f0402-7298-4215-8e78-82b48b80c1ab · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 76

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no resolver link, observed 2026-08-11T20:00:19.711418Z

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source=pdf_text observed=2026-08-11T20:00:19.711418Z digest=sha256:6b84543bedfd68039cbeba6a4dcdeb716069dc39182213c43a579d6acae51461

Observation 927bab8e-0a67-45dd-8278-0e54b4f87e64 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 77

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no resolver link, observed 2026-08-11T20:00:19.715250Z

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source=pdf_text observed=2026-08-11T20:00:19.715250Z digest=sha256:835b3f3c9f15c36745fb0787e7f1bc1c2e648f350e9e69521b672c40523fea65

Observation bf9ea884-470a-43e0-9c0e-2f6a38ecef87 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 78

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no resolver link, observed 2026-08-11T20:00:19.719088Z

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source=pdf_text observed=2026-08-11T20:00:19.719088Z digest=sha256:f23918bf0ee255bfa704fd57ae1508fe1cb67c84f26e124304210c1c87381241

Observation 183972e5-0f1e-4783-ab07-1c165a8582a3 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 79

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no resolver link, observed 2026-08-11T20:00:19.723341Z

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source=pdf_text observed=2026-08-11T20:00:19.723341Z digest=sha256:094a28296f0167084abba73104bf871f890fc8dd886b1f6d1ddc692eff2eb381

Observation dd010d80-63d3-43d5-9deb-3433e96bc4b5 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 80

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no resolver link, observed 2026-08-11T20:00:19.728167Z

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source=pdf_text observed=2026-08-11T20:00:19.728167Z digest=sha256:e25df4df0343f7d532ef2cf2e0ba874d0cab07c253ec3f01c8e1e8d8e2889e27

Observation 1c47d31d-431d-4a6a-8de8-e50bdd1c46ba · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 81

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no resolver link, observed 2026-08-11T20:00:19.733357Z

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source=pdf_text observed=2026-08-11T20:00:19.733357Z digest=sha256:c00b82006b00be8235481dec1393a194e0308be8b3f0127a734eec66b23e5601

Observation 2f0a9ea0-6fa6-4f6c-a630-af9aed96672a · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 82

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no resolver link, observed 2026-08-11T20:00:19.737706Z

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source=pdf_text observed=2026-08-11T20:00:19.737706Z digest=sha256:bc8f3e48467bf72ebb31db714d15d89865e68327acd2c05231677910309e02f5

Observation a2654f85-be13-466b-a6e2-3c8c39b0a004 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 83

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no resolver link, observed 2026-08-11T20:00:19.741973Z

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source=pdf_text observed=2026-08-11T20:00:19.741973Z digest=sha256:633486a1a38f3d89504c1e570b200e36ff61399fa27a1f43dde65a818dded174

Observation 559a9b24-ba26-4222-8d62-82bd68bfd280 · outbound

This paper cites an unresolved cited work.

Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 84

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 85

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 86

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 87

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 88

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 89

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 90

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 91

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 92

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 93

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 94

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 95

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 96

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 97

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 98

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 99

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Membership Inference Attacks and Defenses in Federated Learning: A Survey Unresolved cited work

Reference 100

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Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection cites this paper.

Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection Membership Inference Attacks and Defenses in Federated Learning: A Survey

Reference 2018

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