Paper Citation Record · LEDGER

A Survey on Federated Learning in Human Sensing

As of 16 August 2026, this Paper Citation Record lists 100 of 291 outbound references and 2 inbound Pith citation observations for arXiv:2501.04000.

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

pith.paper-citation-record.v1
2501.04000 v1

Coverage vector

measured 100 of 291 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:43:58.998776Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:37:33.520865Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

100 of 291 outbound references displayed

verified exact7
verified fuzzy0
unresolved90
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

2
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation e360db47-dbb4-43aa-be2c-fe21ba1fa432 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.467571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4537e96d-f4ef-4036-bcb1-1d143a8fc4f5 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.478709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0581e1ba-0cd4-4af2-a466-292d4a99cdcb · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.483613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a865983-4549-4154-9b3e-67e8f56d9efe · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.489590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa5e9b2-6c4d-4337-9d57-8fc642d5f852 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.494739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a8605a-af98-46ed-968b-706e481719d8 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.499991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ac338c-74f9-4b8d-a168-f8d6817e28de · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.505183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6087da85-c70c-4ce8-ba5d-4e6d48d555e6 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.510223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7c7cbf-8cc3-430a-9bc1-89b0ba8e5e35 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.515243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbf9583-b13f-4039-b28a-35b00e57a6e7 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.520198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b6af65-c014-46d5-b609-d7aea4b86edf · outbound

This paper cites Federated Face Recognition.

A Survey on Federated Learning in Human Sensing Federated Face Recognition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.525183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e3a11b0-c567-47bf-985e-ec4dd9291fbb · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.530484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a95c35-d059-42e2-bd06-5224c6e4d9b9 · outbound

This paper cites Survey of Federated Learning Models for Spatial-Temporal Mobility Applications.

A Survey on Federated Learning in Human Sensing Survey of Federated Learning Models for Spatial-Temporal Mobility Applications

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.535317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d827032a-fde8-477f-9d7d-18c63dfaedfb · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.541413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ad8800-0283-4ffd-8c27-2c3a1af589d6 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.545974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796c4cf1-9018-4ec1-9759-ce7b74885de0 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.555437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd0a629-0656-474f-93a4-e2d84c7c410d · outbound

This paper cites Brendan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth.

A Survey on Federated Learning in Human Sensing Brendan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.560387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0882378c-3772-495b-a1f3-5622886fab2d · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.565135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4370380-fb1a-4218-bd9b-c9d6e8e3fc65 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.569232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a53da4-4ea5-47de-97e9-2cc7832ba850 · outbound

This paper cites Expanding the Reach of Federated Learning by Reducing Client Resource Requirements.

A Survey on Federated Learning in Human Sensing Expanding the Reach of Federated Learning by Reducing Client Resource Requirements

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.573375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec0d23d-72a5-46bf-94f9-bd07c44a8ce5 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-10T21:44:00.473877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c1bf657a-4a0b-4875-9451-8ebac4151672 · outbound

This paper cites Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, and Alex D.

A Survey on Federated Learning in Human Sensing Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, and Alex D

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.582491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c35ac59a-1128-4971-af11-620cfda3336f · outbound

This paper cites Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition.

A Survey on Federated Learning in Human Sensing Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.586719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e93e48c-4805-49a3-b303-2642f09add1b · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.591332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24fc5794-78fa-45a8-997b-1a43efa03d38 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.596037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779e4aaf-3dc4-4233-bc96-253f7df091ab · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.600697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4522e157-00d9-4f1d-9264-acecd76e1cbb · outbound

This paper cites Federated Learning Of Out-Of-Vocabulary Words.

A Survey on Federated Learning in Human Sensing Federated Learning Of Out-Of-Vocabulary Words

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.605588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6d53f3-00bb-4bf0-a9d9-7056c1d3448d · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:43:58.610751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f1f80e9-2011-4528-b7b7-f0cca35b8df0 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.615641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd51a83e-51b9-42b2-8d7f-cfcd4c39d117 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.620430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccb156b-87e9-4409-b79b-db506c2bdd6b · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.625315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5d6c928-d802-4cb8-b03c-996b51d4c3a6 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.629930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c633b5-44fc-44b0-810d-8bf01bee71e0 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-10T21:44:00.447883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 26a9811a-c1b2-433c-8672-15993f0ff9fa · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.639977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3804055-5ebf-4e7f-af95-f80e092635d3 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.644847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45028090-a1d3-4433-9720-fa8175786427 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.649454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 449de97c-b35e-4e91-a03b-f2fda3600acd · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 39

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:43:58.654514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae82403-bfd2-471f-abc2-52f349f2cfc1 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.664508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7da0f89-c211-47c4-9b37-8fba659faed3 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.669371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a42e49eb-dd68-4b3f-b6ea-78323b76ca96 · outbound

This paper cites Semi-Supervised Federated Learning for Keyword Spotting.

A Survey on Federated Learning in Human Sensing Semi-Supervised Federated Learning for Keyword Spotting

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.679982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4131fa74-5bf4-4324-9dcd-b04b90b2d878 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.685188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b9bea3c-a184-4552-be4a-dd345a082c8a · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-10T21:44:00.431897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bbc76941-a957-403d-9690-1a5918bfbedd · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.695939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2ab879-18fd-43f1-8a7a-63ed9d6937ab · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.700484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56aa4712-755c-4aa7-bafd-85753cd714cf · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.705371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561c0df1-bcb1-4f51-a9f3-c12567235ff1 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.710048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a14c75-ad21-4244-a392-95f8f86e27c1 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 50

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:43:58.715110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e930489b-a351-48cc-bfcb-2be9eea12e76 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.720144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b19eb308-d39a-496d-aca6-5fa0dd586bab · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.724752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9919dde9-9170-4c0e-aa8c-14faf24114fb · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.734305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cef1454c-b68a-4f1d-b497-893c964bec3d · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.739004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e0d8ba-297c-4f71-a3b0-ab7afa9a42a7 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.743810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32340f74-c04a-4691-8100-da56ef63d610 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.748113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4aa288-2d3c-4511-bbe9-f0289f61804b · outbound

This paper cites Federated Distillation based Indoor Localization for IoT Networks.

A Survey on Federated Learning in Human Sensing Federated Distillation based Indoor Localization for IoT Networks

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.752635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e4f309-12a3-4eb1-b98c-f3a64625714b · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.757256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daedec8a-0681-4b44-a8dc-29538b44ba64 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.761442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 106faf4c-b439-4f1f-acca-4ec3a080f3e4 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.765754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e04125-7fb7-46f3-8ab3-cffad8a30ec0 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 62

Resolution: verified exact; doi, observed 2026-08-10T21:44:00.405260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1579bb9f-dbd8-4299-b32b-887f2ad8bd09 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.774044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a457a4f-57cc-4a64-a4a5-7974d8bd63e0 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.778100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aede0812-2f67-4e90-889e-3f5e43760741 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.783176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c2d48f-1097-4de6-bd04-538a0102bf75 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.788563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8a47f0-1d64-4fb6-80a9-92e7a2636ca6 · outbound

This paper cites Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings.

A Survey on Federated Learning in Human Sensing Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.793459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85391ccb-a30d-4f90-8e78-a047799c97c7 · outbound

This paper cites Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling.

A Survey on Federated Learning in Human Sensing Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.798733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10374ea3-6a1f-4c23-8c00-38fcda5ab620 · outbound

This paper cites User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning.

A Survey on Federated Learning in Human Sensing User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.803678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cced8b3-91e6-4e14-88c4-2f0aacf61676 · outbound

This paper cites an unresolved cited work.

A Survey on Federated Learning in Human Sensing Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:58.808598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c821aac9-81fa-449b-af8b-e4e85de17a86 · outbound

This paper cites an unresolved cited work.

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Pith citing papers

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FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services A Survey on Federated Learning in Human Sensing

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Label Leakage in Federated Inertial-based Human Activity Recognition A Survey on Federated Learning in Human Sensing

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