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Paper Citation Record · LEDGER

False Security Confidence in Benign LLM Code Generation

As of 7 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2604.17014.

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

pith.paper-citation-record.v1
2604.17014 v2

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T06:20:52.774912Z

measured 7 of 7 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

7 of 7 outbound references displayed

  • verified exact6
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c1114bf-087c-4461-b210-14d8cedf2d52 · outbound

This paper cites an unresolved cited work.

False Security Confidence in Benign LLM Code Generation Unresolved cited work

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.739501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:811de5ef297cfdad269367a0848122c403eae09aed559dfe71bb08f48b00e687

Observation cc0a461e-c404-4775-a0ad-ecf93c2f6796 · outbound

This paper cites Pearce, B.

False Security Confidence in Benign LLM Code Generation Pearce, B

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T17:00:25.393220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:e0f0e92e9a91b15a39bdbeff5d07ca076fec19ef5741689b6204f1d038a8928f

Observation 0809c3ae-e71f-480d-8e5a-c137b01d658c · outbound

This paper cites Rethinking the evaluation of secure code generation,.

False Security Confidence in Benign LLM Code Generation Rethinking the evaluation of secure code generation,

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.744209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:689321a341b828717e5dc91bdd43b5f1e2aa9eeb655d91d317cba00ca67e50db

Observation ea40145c-09e4-4958-8e26-55e546e045ee · outbound

This paper cites CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation.

False Security Confidence in Benign LLM Code Generation CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.741830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:120ad11fdb47c53ffb1ebe5266917e6a81dbe55e11385a9060839fa450142f83

Observation 773d18b3-3146-4b5f-9f67-0517fbd50b84 · outbound

This paper cites Wendlinger, D.

False Security Confidence in Benign LLM Code Generation Wendlinger, D

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.737238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:312ed0462ff949ba63346b53f54345993c7f63773a9b04b80e8fa4e21c80de18

Observation 80fe48cd-4c88-4d9f-b7c7-86f8fcf6fa8e · outbound

This paper cites SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code.

False Security Confidence in Benign LLM Code Generation SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:21:26.746518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:56aba40b4da549b7dd8153915c5352718bed40632e5ba6423777225153f7b661

Observation 8f2a6424-f509-4938-b312-d91b636a0b58 · outbound

This paper cites an unresolved cited work.

False Security Confidence in Benign LLM Code Generation Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-05-10T06:21:26.046032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T06:20:52.774912Z digest=sha256:ec58c20b7220d8303b83e89cb26a1cbcc1814d79059938036f84d756af1b66da

Pith citing papers

No inbound Pith citation observations are available.