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Paper Citation Record · LEDGER

Deep Learning based Vulnerability Detection: Are We There Yet?

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2009.07235.

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

pith.paper-citation-record.v1
2009.07235 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:18:22.038197Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T18:28:14.760840Z

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 96cba096-d862-400d-96c0-158000be79e5 · inbound

Repository-Level Graph Representation Learning for Enhanced Security Patch Detection cites this paper.

Repository-Level Graph Representation Learning for Enhanced Security Patch Detection Deep Learning based Vulnerability Detection: Are We There Yet?

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T18:18:22.038197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T18:18:22.038197Z digest=sha256:a0b7172fbff5ff2ca32e71e2a7fc1bee8cf473245807d1c5388fcddc891c1d86

Observation 60a7041e-0bbf-424e-915b-7f3ddaa03881 · inbound

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond cites this paper.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Deep Learning based Vulnerability Detection: Are We There Yet?

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.079024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.079024Z digest=sha256:802f483b7ec2cf98cbc59851c889182b2944ea47526ff8452491c14efcdd9944

Observation ccb5339b-d245-4b44-8bd5-43efac863fed · inbound

Deep Learning Based Concurrency Bug Detection and Localization cites this paper.

Deep Learning Based Concurrency Bug Detection and Localization Deep Learning based Vulnerability Detection: Are We There Yet?

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T14:47:15.745700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:47:15.745700Z digest=sha256:88fad74b6c99452d0cc2a7956edbef6fae5350e133f35ceeb2fcf279a414b0cc

Observation 14ced12a-bb97-4a49-98f4-f2067cfe5156 · inbound

Focus on What Matters: Fisher-Guided Adaptive Multimodal Fusion for Vulnerability Detection cites this paper.

Focus on What Matters: Fisher-Guided Adaptive Multimodal Fusion for Vulnerability Detection Deep Learning based Vulnerability Detection: Are We There Yet?

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-16T18:28:14.762899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-16T18:24:58.614703Z digest=sha256:e3e606e92368c3f8bfac95e34226ddfd9d3ac729f6dd332401a0f69ee3393160