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Paper Citation Record · LEDGER

Reasoning with LLMs for Zero-Shot Vulnerability Detection

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.17885.

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

pith.paper-citation-record.v1
2503.17885 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:11:39.740643Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:46:37.230289Z

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 0a4727d1-5505-4010-a4cd-2aa6435a48f0 · inbound

Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask cites this paper.

Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask Reasoning with LLMs for Zero-Shot Vulnerability Detection

Reference 61

Resolution
malformed identifier
no resolver link, observed 2026-08-16T12:11:39.740643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:39.740643Z digest=sha256:09e0458af71d3f4bc4e8b1e36345d66891a611e0a095dfc43641c9786197f2ea

Observation 8142da95-ca34-4fc2-b704-d1332b45f164 · inbound

Detecting Zero-Day Web Attacks with an Ensemble of LSTM, GRU, and Stacked Autoencoders cites this paper.

Detecting Zero-Day Web Attacks with an Ensemble of LSTM, GRU, and Stacked Autoencoders Reasoning with LLMs for Zero-Shot Vulnerability Detection

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T11:59:40.506425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:59:40.506425Z digest=sha256:f5e5a6ab7ccec7a1758502a1267447fe4b75b0d0a82208d2005b98d570882f27

Observation bcbbb628-014e-41af-beda-8a5b099efe76 · inbound

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards cites this paper.

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards Reasoning with LLMs for Zero-Shot Vulnerability Detection

Reference 161

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:46:37.233444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-22T13:45:28.789452Z digest=sha256:a90edccd976e143cc3af31710c52f21df4c8d2923d998f1afe9197374546d062

Observation 33d0797b-daeb-4c71-8206-0ad28bdae8a8 · inbound

Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection cites this paper.

Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection Reasoning with LLMs for Zero-Shot Vulnerability Detection

Reference 78

Resolution
verified exact
arxiv_id, observed 2026-05-20T09:18:10.109052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-20T09:16:56.388348Z digest=sha256:3742c121d05e8b68d94abf7e02b36f9af2ac6c65406db4ef0416308419e3970d

Observation e032c63e-5c65-48c9-9f66-34ba9b69cc25 · inbound

How Reasoning Shapes Social Bias in LLM-Generated Code? cites this paper.

How Reasoning Shapes Social Bias in LLM-Generated Code? Reasoning with LLMs for Zero-Shot Vulnerability Detection

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.112979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.112979Z digest=sha256:7342f57edd1ac194627d8d9ab0e392141f96ad76565b68499686768668f7e4a9