Pith. sign in

Paper Citation Record · LEDGER

Conditioned Prompt-Optimization for Continual Deepfake Detection

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2407.21554.

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

pith.paper-citation-record.v1
2407.21554 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 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:49:15.829717Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:34:12.223532Z

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 94439b4d-099f-476e-a461-efa6d2ac6f9d · inbound

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection cites this paper.

Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection Conditioned Prompt-Optimization for Continual Deepfake Detection

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T22:49:15.829717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:49:15.829717Z digest=sha256:1a3b2c14171a39e7342940c209d8c3f65eebdaab936e3adba4b2bf16a0c6899d

Observation 16a9f9dc-e766-4aee-9475-e8b97b672646 · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems Conditioned Prompt-Optimization for Continual Deepfake Detection

Reference 166

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:34:12.227876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T14:34:11.115599Z digest=sha256:c22e3f1b5a64f0c451997ccc43cfcc35620294febdc036f5b908f698f39a1d9d