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Paper Citation Record · LEDGER

Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2504.12423.

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

pith.paper-citation-record.v1
2504.12423 v4

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 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:16.210509Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T02:54:10.943508Z

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 92ca0abf-1157-400b-9b69-6525495d64db · inbound

Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations cites this paper.

Multi-Granularity Adaptive Time-Frequency Attention Framework for Audio Deepfake Detection under Real-World Communication Degradations Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T05:39:16.210509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:39:16.210509Z digest=sha256:6652c9dae9e5c924a4fc5b477e8b384975be93a98bc8ca1d5a498cc8ffdfb4fd

Observation 2bcaad25-dc27-498b-ab4b-a1d1e50b1346 · inbound

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors cites this paper.

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-06-30T02:54:10.945939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-30T02:01:00.751838Z digest=sha256:078e19277ea45c86fccaca5f942de46d8f03ef8f29f97eb93470eea2f397daaa