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Paper Citation Record · LEDGER

Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.01532.

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

pith.paper-citation-record.v1
2408.01532 v2

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:24:24.681657Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T13:13:18.694093Z

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 417afad0-22a0-4775-8c2b-c121fa2072dd · inbound

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms cites this paper.

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T10:24:24.681657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:24:24.681657Z digest=sha256:d3e6241ded064ffd23b0feefc2f21abc02d331484259286299a14810e1b98302

Observation 27b0a3c6-5395-4332-bf96-f3538bd34949 · inbound

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks cites this paper.

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:13:18.695802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T13:08:29.414406Z digest=sha256:cfdbc4a0640d8dc4779dda6d3ef1f60e4fdba327a9d452e60111a2ec2742d9ab