Paper Citation Record · LEDGER

Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2108.09293.

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

pith.paper-citation-record.v1
2108.09293 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:03:57.193810Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:48:35.334842Z

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 712b8fb8-f525-469b-8e50-059085e08c55 · inbound

PaLM: Scaling Language Modeling with Pathways cites this paper.

PaLM: Scaling Language Modeling with Pathways Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:45:07.330731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 71a6d41a-ba1d-4dd4-a9e6-bf34c4ed35b0 · inbound

Language Models (Mostly) Know What They Know cites this paper.

Language Models (Mostly) Know What They Know Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 288

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T15:42:48.062740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d5c2b9ab-d26f-4bc7-8ac5-e3855d8babfa · inbound

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

StarCoder: may the source be with you! Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:33:00.617120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 061d4f1e-0792-48a0-b5fd-c14f0d4a188e · inbound

Code LLMs: A Taxonomy-based Survey cites this paper.

Code LLMs: A Taxonomy-based Survey Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-11T18:03:57.193810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9f34ff-0d43-4973-b05f-9c1fab3b12c4 · inbound

A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code cites this paper.

A Causal Perspective on Measuring, Explaining and Mitigating Smells in LLM-Generated Code Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T06:49:08.330142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8750387-bb8c-4a9c-8dc9-738b989ba755 · inbound

"Tab, Tab, Bug": Security Pitfalls of Next Edit Suggestions in AI-Integrated IDEs cites this paper.

"Tab, Tab, Bug": Security Pitfalls of Next Edit Suggestions in AI-Integrated IDEs Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:57:29.269898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da77f7d6-eddc-4a3f-b358-e47f5eda1939 · inbound

Adversarial Arena: Crowdsourcing Data Generation through Interactive Competition cites this paper.

Adversarial Arena: Crowdsourcing Data Generation through Interactive Competition Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:10:09.428571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f99ed1d8-aa75-4cd2-989f-2e1c110e00d7 · inbound

Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation cites this paper.

Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:01:05.239844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e4f31bc2-cea4-4ee1-9f95-aa22a3fe2442 · inbound

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework cites this paper.

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 122

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:51:09.622357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d4d98eaa-7e35-4a7b-b93f-a12918040ba1 · inbound

Constrained Code Generation with Discrete Diffusion cites this paper.

Constrained Code Generation with Discrete Diffusion Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:27:47.925774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 19afb4fb-a787-4d16-85a1-bf5364aa6e95 · inbound

Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study cites this paper.

Why Are Agentic Pull Requests Merged or Rejected? An Empirical Study Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T03:54:34.046505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 777f06e4-4602-4d64-9ecf-df858f7408e5 · inbound

The Rise of AI-Native Software Engineering: Implications for Practice, Education, and the Future Workforce cites this paper.

The Rise of AI-Native Software Engineering: Implications for Practice, Education, and the Future Workforce Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:48:35.336227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.