Paper Citation Record · LEDGER

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests

As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.02693.

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

pith.paper-citation-record.v1
2608.02693 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:12:40.655573Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy10
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a03b61b0-b646-4eb1-8b02-bd056a91be18 · outbound

This paper cites Proceedings of the 36th International Conference on Software Engineering , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 36th International Conference on Software Engineering , pages =

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:58.565298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 797cca5a-f261-46ab-a351-3134fcb324cf · outbound

This paper cites Proceedings of the 35th International Conference on Software Engineering , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 35th International Conference on Software Engineering , pages =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:58.418240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7879d3d9-3984-4141-bf4e-825e5d0a6f8a · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:38.943183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a87f53b-5b73-4203-84d6-9f5ed54c67f4 · outbound

This paper cites Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering , series =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering , series =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:38.997776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 882c6a75-52c9-46aa-a07f-4b9f5581cb99 · outbound

This paper cites Proceedings of the 48th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice , year =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 48th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice , year =

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:58.303742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 209072ff-d821-4473-8279-31f39039d31a · outbound

This paper cites SWR-Bench: Assessing LLM Performance in Real-World Code Review Comment Generation.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests SWR-Bench: Assessing LLM Performance in Real-World Code Review Comment Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:39.152581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4a7129-c3b0-4fca-a239-9502b401ad43 · outbound

This paper cites Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings , pages =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:58.133971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31a738c9-ed4c-476d-833e-2b8013a1c3c5 · outbound

This paper cites VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:39.293415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f99142d-d23f-4f74-9fc5-6986ed795336 · outbound

This paper cites SEVRA-BENCH: Social Engineering of Vulnerabilities in Review Agents.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests SEVRA-BENCH: Social Engineering of Vulnerabilities in Review Agents

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T00:12:56.176744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 929381b9-2ee2-422f-b4f5-d44465887827 · outbound

This paper cites arXiv preprint arXiv:2511.07017 , year =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests arXiv preprint arXiv:2511.07017 , year =

Reference 10

Resolution: verified exact; doi, observed 2026-08-07T00:12:55.904804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29a6512e-46ce-47df-8d81-690f98a5dfcf · outbound

This paper cites Teo and Yiling Lou and Yebo Feng and Chong Wang and Dinil Mon Divakaran , title =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Teo and Yiling Lou and Yebo Feng and Chong Wang and Dinil Mon Divakaran , title =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:39.558491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c48fd606-9c2f-464d-af00-a9a83a1746cd · outbound

This paper cites Code Review Agent Benchmark.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Code Review Agent Benchmark

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:39.619548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c336bacb-3c49-444f-999c-24e20fd770fd · outbound

This paper cites 2021 , note =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests 2021 , note =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:57.985336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6af8ff80-8c69-44b5-8cc5-dcba0905cef0 · outbound

This paper cites Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering , pages =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:57.845751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4ad135e-37b2-4408-9c5a-5a791f02e4ce · outbound

This paper cites Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering , pages =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:57.741476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1327d8bb-3bf6-47e0-8bcf-e09553260cb5 · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:57.634589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56da86c6-8361-4ad6-b03e-5ce1f4da3aea · outbound

This paper cites Companion Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering , pages =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Companion Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering , pages =

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:57.467914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b6c0d144-ea89-4425-8099-10539e7190c7 · outbound

This paper cites arXiv preprint arXiv:2509.14856 , year =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests arXiv preprint arXiv:2509.14856 , year =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:40.008376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5f1351-3b2e-4046-81f9-c1fc517e8506 · outbound

This paper cites AgenticSCR: An Autonomous Agentic Secure Code Review for Immature Vulnerabilities Detection.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests AgenticSCR: An Autonomous Agentic Secure Code Review for Immature Vulnerabilities Detection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:40.012003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3034dad8-f26c-4b2e-8613-f166c77de929 · outbound

This paper cites an unresolved cited work.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:12:57.308251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3052820b-9973-49d4-85b9-44a2931c0e5a · outbound

This paper cites Alalfi , title =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Alalfi , title =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:40.163194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e0f1a7a-d07c-41c3-b777-70e39e812e5f · outbound

This paper cites an unresolved cited work.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:12:57.166920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 470bf898-fed8-4362-a64f-94284fe09b39 · outbound

This paper cites an unresolved cited work.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:12:57.008000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80f0ac96-f150-464f-9d57-0520313aa85e · outbound

This paper cites an unresolved cited work.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:12:56.847297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ab732e8-8731-477a-8d59-559f5740008e · outbound

This paper cites Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies , year =.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies , year =

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:12:56.671613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.