Paper Citation Record · LEDGER

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.23088.

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

pith.paper-citation-record.v1
2607.23088 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:40:38.257570Z

measured 20 of 20 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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 041701e2-9bf9-49b1-a3cb-d160c6d4c03a · outbound

This paper cites 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) , pages=.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.179098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f65c8bc-207f-4216-9da6-16923d10d20e · outbound

This paper cites arXiv preprint arXiv:2506.02548 , year=.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios arXiv preprint arXiv:2506.02548 , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.183915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b212ebb8-7ab2-4f5b-a7ae-95296fd38590 · outbound

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

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.189512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c0ddd96-b531-4b95-a921-999630bee353 · outbound

This paper cites an unresolved cited work.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.193964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74363f73-05bb-4063-8392-b42345da46ab · outbound

This paper cites CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.197949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6381e60-cf35-4df5-993f-b88a1fd651bd · outbound

This paper cites Science of Computer Programming , pages=.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Science of Computer Programming , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.202188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 374fe929-a836-47fc-82ec-9d6fcfdcf5d3 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.206204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cde845c5-2f1b-45e0-9c2d-b20760d77d24 · outbound

This paper cites 2025 , publisher=.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios 2025 , publisher=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.211074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 181bdac0-9cbc-41e7-8a3a-790f0415df29 · outbound

This paper cites Asleep at the Keyboard?.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Asleep at the Keyboard?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.214877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc201eaa-1be1-4d6f-88f4-b5f742baca09 · outbound

This paper cites Electronics , volume=.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Electronics , volume=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.219045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902850c1-31a6-4a81-b336-3d5b92760af6 · outbound

This paper cites Proceedings of the 19th International Working Conference on Variability Modelling of Software-Intensive Systems , pages=.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Proceedings of the 19th International Working Conference on Variability Modelling of Software-Intensive Systems , pages=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.223052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 260e9d59-a916-4042-aab3-bd94f35034aa · outbound

This paper cites Beyond the code: analyzing.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Beyond the code: analyzing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.226683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80b33e3-d879-491f-9e5d-e656eda4bd95 · outbound

This paper cites 2025 , month = oct, url =.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios 2025 , month = oct, url =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.230330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 571bfd3e-b4e3-474b-a840-d2534b1fea6b · outbound

This paper cites 2025 , url =.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios 2025 , url =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.234371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cc54f1-ac82-4280-bfe4-aeaf56061fe8 · outbound

This paper cites Jimenez and John Yang and Alexander Wettig and Shunyu Yao and Kexin Pei and Ofir Press and Karthik R.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Jimenez and John Yang and Alexander Wettig and Shunyu Yao and Kexin Pei and Ofir Press and Karthik R

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.238384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d74c13f1-5927-4d72-ae6c-f9cfc45aa4c3 · outbound

This paper cites Do users write more insecure code with.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Do users write more insecure code with

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.242153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea45867d-b0ba-41f1-909a-f92d38aa7bd9 · outbound

This paper cites Measuring the effects of.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Measuring the effects of

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.246391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df2b56cf-c4f1-4477-8b60-d0b89754b5a4 · outbound

This paper cites an unresolved cited work.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.249963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 272465f3-8f48-423b-bfdf-c02773212989 · outbound

This paper cites 2025 , publisher =.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios 2025 , publisher =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.253857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecdb3243-fc66-4374-8df1-8925cd481907 · outbound

This paper cites 2025 , url =.

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios 2025 , url =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T03:40:38.257570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.