Pith. sign in

Paper Citation Record · LEDGER

Presentation Attack Detection with Advanced CNN Models for Noncontact-based Fingerprint Systems

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2303.05459.

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

pith.paper-citation-record.v1
2303.05459 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T09:41:35.604192Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T09:45:23.495218Z

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 5fa572e1-9ada-4e24-ad7f-ab4d3db5695d · inbound

Illumination-Aware Contactless Fingerprint Spoof Detection via Paired Flash-Non-Flash Imaging cites this paper.

Illumination-Aware Contactless Fingerprint Spoof Detection via Paired Flash-Non-Flash Imaging Presentation Attack Detection with Advanced CNN Models for Noncontact-based Fingerprint Systems

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-15T09:45:23.497442Z

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=2026-05-15T09:41:35.604192Z digest=sha256:5a4e9e7af5529f1786d9a7e8a75fd9c04c9e636cda5e2c05682e387cf0454efb