Paper Citation Record · LEDGER

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code

As of 15 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.25225.

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

pith.paper-citation-record.v1
2607.25225 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:06:23.423094Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b35f831-df31-4df8-bdec-af6f600a3b4f · outbound

This paper cites an unresolved cited work.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.362910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dac665f-62e2-46b6-b47a-704623a149a0 · outbound

This paper cites Pearce, B.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Pearce, B

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.367677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ee1abd-408e-4d72-a545-0c06e7d4b01e · outbound

This paper cites Sandoval et al.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Sandoval et al

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.372084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cdba5f0-5518-419a-b1fb-bc737c337d05 · outbound

This paper cites Tony et al.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Tony et al

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.375870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b406ce31-0bcf-4edf-990e-ded2b36d925b · outbound

This paper cites He and M.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code He and M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.380305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ad7cc3-866d-4e60-8edb-18d27ecc3c67 · outbound

This paper cites CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.384664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef88445e-a47d-4440-a9e1-aa396f4c2c49 · outbound

This paper cites an unresolved cited work.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.389165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3361dfb-738c-40f4-809a-b1538686e8ad · outbound

This paper cites an unresolved cited work.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.392789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bbdaaca-dec7-48f1-80ef-12358ff230cf · outbound

This paper cites an unresolved cited work.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.396334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7572e1e-5533-4fc2-bf9e-8ec2a05629d5 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.399960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69a82643-5570-4063-b50c-b0fff88594c7 · outbound

This paper cites StarCoder: may the source be with you!.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code StarCoder: may the source be with you!

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.403834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae8e8146-7de1-4f87-9fdf-ce8ef2058e8e · outbound

This paper cites Code Llama: Open Foundation Models for Code.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Code Llama: Open Foundation Models for Code

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.407794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a68f9b0-cc70-46ef-91fc-59b20680dbf9 · outbound

This paper cites CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.411551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d08b50b-de6b-49b6-86bc-db63313c2c05 · outbound

This paper cites Siddiq and J.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Siddiq and J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.415769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3965f3-d5f7-466c-b6d3-8b7a9f259782 · outbound

This paper cites an unresolved cited work.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.419301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0609d0-74b9-41bd-83f6-850cf777391b · outbound

This paper cites john", status=.

SecDrift: Measuring Sector-Conditioned Security Drift in AI-Generated Code john", status=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:06:23.423094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.