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Paper Citation Record · LEDGER

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

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2204.02500.

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

pith.paper-citation-record.v1
2204.02500 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:43:58.803678Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T22:45:16.585288Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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

A Survey on Federated Learning in Human Sensing cites this paper.

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.

source=pdf_text observed=2026-08-10T21:43:58.803678Z digest=sha256:07cb5779d4081732037a8db2a5f0b2fc2250041198d26a577e1b3ad3a7ead67d

Observation c90e693f-1740-4775-862c-9110c330480c · inbound

Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks cites this paper.

Exploring Audio Editing Features as User-Centric Privacy Defenses Against Large Language Model(LLM) Based Emotion Inference Attacks User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-09T22:45:16.591569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-09T22:45:16.375955Z digest=sha256:769ad2243ab8ca6ea6418186320926c4fa5d03984a6812b16c8048170a47d36e

Observation c83bd7bd-c136-40e9-8699-e71e241b8a76 · inbound

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks cites this paper.

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T15:50:50.647601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T15:50:50.647601Z digest=sha256:959723f8dd8ff695deebf9535ab6ca3dc058640db3e6220a1c8c2ceb5d796db0