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Paper Citation Record · LEDGER

Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2203.04696.

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

pith.paper-citation-record.v1
2203.04696 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2026-08-10T21:43:58.586719Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T16:40:22.602646Z

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 c35ac59a-1128-4971-af11-620cfda3336f · inbound

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

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.

source=pdf_text observed=2026-08-10T21:43:58.586719Z digest=sha256:13d2de93ebcb6a874bebd7153b5e06ebf3c5c4b821009dcc0454a489bf1a04fe

Observation c672f5d0-12b6-45ee-b748-b20261d7856f · inbound

REVERB-FL: Server-Side Adversarial and Reserve-Enhanced Federated Learning for Robust Audio Classification cites this paper.

REVERB-FL: Server-Side Adversarial and Reserve-Enhanced Federated Learning for Robust Audio Classification Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-21T16:40:22.604261Z

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.

source=pdf_text observed=2026-05-21T16:36:44.396496Z digest=sha256:571b523f918184a312dd6638fd000c74818559bb39439bbac20be30586979727