Paper Citation Record · LEDGER

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?

As of 16 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.25995.

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

pith.paper-citation-record.v1
2607.25995 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:58:06.303010Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

33 of 33 outbound references displayed

verified exact1
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac1c7277-2162-4bfd-b37b-5c28e2752a82 · outbound

This paper cites https://github.com/madhuakula/kubernetes-goat (2021), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://github.com/madhuakula/kubernetes-goat (2021), accessed: May 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.122379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cab037e-a695-44c2-b8af-5aa821b3cffb · outbound

This paper cites https://github.com/ aquasecurity/trivy (2022), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://github.com/ aquasecurity/trivy (2022), accessed: May 2026

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.184677Z

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Observation 9e768b09-7ef7-4a20-be88-a27cfa4f9f89 · outbound

This paper cites KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.239543Z

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Observation c6157b49-8134-4cb7-b20e-c10cbe0045e8 · outbound

This paper cites https://huggingface.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://huggingface

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.310239Z

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Observation f3b017e3-bedd-49b0-ac1a-2df49714f941 · outbound

This paper cites https:// github.com/bridgecrewio/checkov (2021), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https:// github.com/bridgecrewio/checkov (2021), accessed: May 2026

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.421223Z

Source-reported events for the cited work

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Observation ec3245a1-67bd-43e5-b7b6-563c3c20eac1 · outbound

This paper cites an unresolved cited work.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-01T01:01:50.879724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79268a68-4eb7-4503-b521-a12d7977ab2f · outbound

This paper cites https://www.cisecurity.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://www.cisecurity

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.623304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8807b969-37ef-4755-9e49-ba454a836887 · outbound

This paper cites an unresolved cited work.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.727471Z

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Unavailable: canonical work link unavailable.

Observation 40cf11d7-21a8-43ec-a745-3137a1aabcfb · outbound

This paper cites https://github.com/ Checkmarx/kics (2021), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://github.com/ Checkmarx/kics (2021), accessed: May 2026

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:02.883925Z

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Observation 443e2a6a-6813-48db-b210-a48cb8f806fc · outbound

This paper cites arXiv preprint arXiv:2509.25894 (2025), https://arxiv.org/abs/2509.25894.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? arXiv preprint arXiv:2509.25894 (2025), https://arxiv.org/abs/2509.25894

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.047890Z

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Observation 663eddb3-a147-42d8-bf8d-7f3ddd9f816e · outbound

This paper cites https://github.com/ DataDog/KubeHound (2023), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://github.com/ DataDog/KubeHound (2023), accessed: May 2026

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.156247Z

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Observation 2b55c717-8fa5-4ab7-a2fd-0ac052af7062 · outbound

This paper cites https: //github.com/GoogleCloudPlatform/microservices-demo (2020), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https: //github.com/GoogleCloudPlatform/microservices-demo (2020), accessed: May 2026

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.311617Z

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Observation 464999aa-1aa6-4181-b554-a0f4a1eb8a78 · outbound

This paper cites an unresolved cited work.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.480008Z

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Observation ebf7a123-9b5b-48c1-a1ee-1ebc9bced808 · outbound

This paper cites https://github.com/cilium/tetragon (2022), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://github.com/cilium/tetragon (2022), accessed: May 2026

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.592355Z

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Observation 4de964e6-97e1-489d-9a0b-c3eb0956771b · outbound

This paper cites Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Graphene: Infrastructure Security Posture Analysis with AI-generated Attack Graphs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.688542Z

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Unavailable: canonical work link unavailable.

Observation e30dbafb-0a82-42fb-9df5-2e5c816f9946 · outbound

This paper cites GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.783747Z

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Observation 69a8c56b-2696-4594-845e-1eb72333465b · outbound

This paper cites https://attack.mitre.org/ matrices/enterprise/containers/ (2021), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://attack.mitre.org/ matrices/enterprise/containers/ (2021), accessed: May 2026

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.895775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfabeb81-2ed2-481c-9e77-61b2598bfed4 · outbound

This paper cites https://media.defense.gov/ 2022/Aug/29/2003066362/-1/-1/0/CTR_KUBERNETES_HARDENING_ GUIDANCE_1.2_20220829.PDF (2022), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://media.defense.gov/ 2022/Aug/29/2003066362/-1/-1/0/CTR_KUBERNETES_HARDENING_ GUIDANCE_1.2_20220829.PDF (2022), accessed: May 2026

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:03.987960Z

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Observation 915e492c-415c-4d4b-be29-318ec4877c43 · outbound

This paper cites https://docs.oasis-open.org/cti/stix/v2.1/ stix-v2.1.html (2021), accessed: May 2026 18 F.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://docs.oasis-open.org/cti/stix/v2.1/ stix-v2.1.html (2021), accessed: May 2026 18 F

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.146252Z

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Unavailable: canonical work link unavailable.

Observation d0f9f6c6-6eb5-4a28-85f3-727f7844abfc · outbound

This paper cites In: Proc.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? In: Proc

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.258012Z

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Observation 38303e2e-63a0-4cb5-bb3b-a73f700524af · outbound

This paper cites an unresolved cited work.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.414210Z

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Unavailable: canonical work link unavailable.

Observation af185410-461a-4a7e-8a88-bb770d717f27 · outbound

This paper cites arXiv preprint arXiv:2507.02976 (2025), https://arxiv.org/abs/ 2507.02976.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? arXiv preprint arXiv:2507.02976 (2025), https://arxiv.org/abs/ 2507.02976

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.584195Z

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Unavailable: canonical work link unavailable.

Observation eec63d69-88bc-433c-8339-9632cd6a55c2 · outbound

This paper cites KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.704118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c789ab3-e90d-41bf-8867-bd098b610b21 · outbound

This paper cites Complete Dictionary Learning via $\ell_p$-norm Maximization.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Complete Dictionary Learning via $\ell_p$-norm Maximization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.850079Z

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Observation 3509e325-93dc-4ec8-bc70-e6e4bdb9c54a · outbound

This paper cites an unresolved cited work.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:04.972986Z

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Unavailable: canonical work link unavailable.

Observation 640816ac-0524-4a59-b921-b39d46b53904 · outbound

This paper cites https://falco.org (2022), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://falco.org (2022), accessed: May 2026

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:05.134671Z

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Observation 74cd63ec-bfc3-45c9-a042-ccb53472d9f3 · outbound

This paper cites https://istio.io (2023), ac- cessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://istio.io (2023), ac- cessed: May 2026

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:05.290197Z

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Unavailable: canonical work link unavailable.

Observation 887aeedd-68a8-4aa1-9d11-ec90acdae88e · outbound

This paper cites Risk Assessment Graphs: Utilizing Attack Graphs for Risk Assessment.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? Risk Assessment Graphs: Utilizing Attack Graphs for Risk Assessment

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:05.396150Z

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Observation 19d53208-130b-45ee-bba1-d7ab44c22954 · outbound

This paper cites https://github.com/ microservices-demo/microservices-demo (2017), accessed: May 2026.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? https://github.com/ microservices-demo/microservices-demo (2017), accessed: May 2026

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:05.609508Z

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Observation 185019c7-91a9-4a65-a5d0-5d170f43b639 · outbound

This paper cites arXiv preprint arXiv:2603.01257 (2026), https: //arxiv.org/abs/2603.01257.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? arXiv preprint arXiv:2603.01257 (2026), https: //arxiv.org/abs/2603.01257

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:05.748269Z

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Unavailable: canonical work link unavailable.

Observation 8fbf67fd-9990-4f99-8c07-2d5f85ea3da0 · outbound

This paper cites LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:05.918634Z

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Observation 23ed3cb8-b5bd-494c-bd2e-6cad22768a66 · outbound

This paper cites arXiv preprint arXiv:2511.01166 (2025), https://arxiv.org/abs/2511.01166.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? arXiv preprint arXiv:2511.01166 (2025), https://arxiv.org/abs/2511.01166

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:06.106832Z

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Unavailable: canonical work link unavailable.

Observation 6887a454-c164-403e-b5fc-0ccea2d28b7f · outbound

This paper cites AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models.

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T00:58:06.303010Z

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Pith citing papers

No inbound Pith citation observations are available.