Pith. sign in

Paper Citation Record · LEDGER

Benchmarking Prompt Engineering Techniques for Secure Code Generation with GPT Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.06039.

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

pith.paper-citation-record.v1
2502.06039 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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:41:18.266271Z

measured 0 of 1 external citation measurements

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

Source: cited_works

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 2f3baa25-29d5-4bc0-863f-78f3f5d84b53 · inbound

WildCode Revisited: A Comprehensive Empirical Study on the Security of LLM-Generated Code cites this paper.

WildCode Revisited: A Comprehensive Empirical Study on the Security of LLM-Generated Code Benchmarking Prompt Engineering Techniques for Secure Code Generation with GPT Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T18:41:18.266271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:41:18.266271Z digest=sha256:13e4758c23838d233d5c8136ec73f9734dbbedcbff55d7e72649f4a33b1b1d6f

Observation bd1eae40-6734-4481-9eed-29c9891ec775 · inbound

The Illusion of Secure LLM Code: Closing the Security Gap via Iterative Reprompting cites this paper.

The Illusion of Secure LLM Code: Closing the Security Gap via Iterative Reprompting Benchmarking Prompt Engineering Techniques for Secure Code Generation with GPT Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-30T15:13:30.346665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T15:13:30.346665Z digest=sha256:8d3f3ee1fb2abb5733f56d0b46596f214d65cf20ad539dfc1a76fb45ae174c5d