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Paper Citation Record · LEDGER

On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2309.12955.

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

pith.paper-citation-record.v1
2309.12955 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 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:46:15.287260Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T14:26:45.418305Z

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 4ca5c9a9-4d7f-476d-b1e6-509656344cb9 · inbound

A Taxonomy of System-Level Attacks on Deep Learning Models in Autonomous Vehicles cites this paper.

A Taxonomy of System-Level Attacks on Deep Learning Models in Autonomous Vehicles On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T22:46:15.287260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:46:15.287260Z digest=sha256:b0ab0e791779920f89094e66aa24fcfab31015b546807d58d81940b006ff40c7

Observation fe9f8539-26fd-4147-8f8a-9a3ff12bf8e0 · inbound

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception cites this paper.

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:26:45.426033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T14:26:45.347573Z digest=sha256:e3b8b2590aca9da6f0e51d156ab7637e8c2f75779148e73e557dd72d337a2016