Paper Citation Record · LEDGER

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows

As of 4 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2605.05969.

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

pith.paper-citation-record.v1
2605.05969 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T17:28:42.733842Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aad54f51-3508-4ddd-97fd-a8119f7f455f · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 054168ce-aee5-4468-b7b4-2ace08e5482d · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26799d8a-1390-4637-af9a-1a0b5329302f · outbound

This paper cites InProceed- ings of the 18th ACM Workshop on Artificial Intelligence and Security.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows InProceed- ings of the 18th ACM Workshop on Artificial Intelligence and Security

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93604370-2e13-4ba1-8ad3-8ddc575dbad5 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7526d362-2afd-4a6c-b3fb-769bb10989d1 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0374c296-5021-4bfb-8ea1-95022fdc2df6 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435b95ad-3085-4c89-aab3-dab2fa36d52f · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278da7df-9b15-4468-8a72-f99d49cd1379 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e02eef5-a25a-41c3-bb79-4ac2583a3866 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e354f45-2855-4278-889a-74c94df254fc · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab10d9e7-f860-4e55-ab68-d148ee73e4d9 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ace808-1b7d-4756-a421-3cfbd8e9cbb3 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b550b48-7944-471f-b265-330e252e1c5a · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a335b7b-729a-402d-b5b4-7da0492ee0c2 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95a624b-f82d-4377-ab72-f6bf3e52fc6d · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce323f18-fdef-479a-aed9-8a9ff44b0f9f · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f5514d-033a-498c-8712-1939ffb84dca · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2e838aa-f8d4-4313-8fed-eb842c33cc60 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63d0675-ba92-4bf0-bd99-dc8e6ddeff19 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d0256b-267f-4f28-8f42-700f4383b144 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93ff7a15-9fc6-4ac2-965a-ee5732b2a893 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afc6112a-241e-4fc1-a560-1bee33fd5ffa · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ce4441f-1d33-4615-9994-d660cbef50b9 · outbound

This paper cites In2023 IEEE Symposium on Security and Privacy (SP).

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows In2023 IEEE Symposium on Security and Privacy (SP)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0635013-0b0d-4d14-ad22-3b94e5154e93 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79023922-bc5b-478a-a7f2-6f45bbd451a8 · outbound

This paper cites Defending Against Indirect Prompt Injection Attacks With Spotlighting.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Defending Against Indirect Prompt Injection Attacks With Spotlighting

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd72d3b-8d58-4b95-a749-ae79ff3e5a80 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef72e172-2a3d-4dae-961b-e473db22cb73 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db93bf7e-9d97-4583-8c57-be55adc1c956 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 937784c8-a2a0-4a58-9ceb-8c4228319e4e · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab58e142-30bd-4e54-9ecd-48c12b770776 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19804a5b-7ac5-445c-a5db-ff7f46d54036 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f102e1-90fa-4fde-912c-aebec2d9a876 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d096cde-2f72-4c1a-a0ed-bc2e2412b215 · outbound

This paper cites "Your AI, My Shell": Demystifying Prompt Injection Attacks on Agentic AI Coding Editors.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows "Your AI, My Shell": Demystifying Prompt Injection Attacks on Agentic AI Coding Editors

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a1fc7a-04e7-4858-baa6-eb48305f8034 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d1bdb90-12ca-4894-9278-c2dbd33f7d30 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd975001-533d-4a61-9f13-b1457d5d6b6c · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61b34567-8723-4b04-9fd1-f42e0ec36872 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ce2b249-86b6-4205-992a-0afaf940d771 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd813f5-cfa0-45e4-bc3a-7a8371cfcc97 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd25324d-2f73-4e6b-ad99-3fa37d3ebf53 · outbound

This paper cites Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d136119-093d-4e93-a8c9-32b5bc7467e5 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d6a1ea-0151-4d4b-aad5-db56aba91716 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11be76fd-83ef-4d53-b3b9-23abc03187ad · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44c5bf05-a0d0-4492-83bc-c3614f0c8217 · outbound

This paper cites an unresolved cited work.

Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-12T17:28:42.733842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.