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Paper Citation Record · LEDGER

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis

As of 7 August 2026, this Paper Citation Record lists 100 of 132 outbound references and 1 inbound Pith citation observation for arXiv:2509.04191.

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

pith.paper-citation-record.v1
2509.04191 v1

Coverage vector

measured 100 of 132 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:21:47.233763Z

measured 101 of 101 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:58:04.704118Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 132 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved97
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 275bd7d7-3820-46e5-a7a8-58f8ece5c515 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T10:21:46.870955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.870955Z digest=sha256:e78330becb95f917ac4f929caf8a1777e03440e4dc4552a2b37834dd3eb55c2e

Observation 72442b42-bdcd-43db-8d6a-8d64b812affd · outbound

This paper cites GPT-4 Technical Report.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis GPT-4 Technical Report

Reference 2

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unresolved
no resolver link, observed 2026-08-05T10:21:46.874547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.874547Z digest=sha256:c5ef5c62b270bed728d48bf2cca4a2d76409818776dd4c62821aa9bbf40201de

Observation 6a09f711-2f39-41e3-89a9-25622fe92b0e · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T10:21:46.877956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.877956Z digest=sha256:59df443ee6c3f0f34f0044c53efede9997259a5ac022381c6ab7e2eab98a1a38

Observation 3264c1d1-18f2-422f-84cc-ee15e6eb4adb · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-05T10:21:46.880990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.880990Z digest=sha256:671f0bc091880d4b76cae63709334f32d18df66cbee4a941c416e22d00543b63

Observation 05b70b59-3208-4d1c-b3a7-e0ea3e2b359b · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T10:21:46.884099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.884099Z digest=sha256:b9fabecdc688078c670c5451085608b1000977301b01475b35a949f08ab12f52

Observation cb8bad2b-78b1-40fa-86ed-26772f5b2e73 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-05T10:21:46.887265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.887265Z digest=sha256:74f032934f5c6aa9540abd59cce2351db1a30cfe4e2b1d63a1471787c9d71b4e

Observation 24026ba7-fd30-4147-bb63-828dbfab48de · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-05T10:21:46.890475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.890475Z digest=sha256:9d9c948e9ce98b8813f7fafe713f231ce4fd68fe4ce94c0c58a88c5231742c25

Observation fa5d814c-b316-4c9a-8b53-6274fc4e99aa · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-05T10:21:46.893269Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.893269Z digest=sha256:2a80d0152be15c9d662a324ce54b7531070b21e506780105cc8d0435e2afc826

Observation 7058b159-1e15-4b59-92e6-f1817b9b87e8 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-05T10:21:46.896152Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.896152Z digest=sha256:08e505f92b220d9fe6ec5d38fb2337442c18c85a91c7132547e8698bc9b3e84e

Observation 270394d9-4fb4-4c23-a75b-d7c482446e03 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-05T10:21:46.898953Z

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source=pdf_text observed=2026-08-05T10:21:46.898953Z digest=sha256:d5d32df14324cb047950cd62a02e944eb60fed55ba121995d1098952f60364a9

Observation a2adb947-c925-44b7-8f74-33c477fe8cdd · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-05T10:21:46.902063Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.902063Z digest=sha256:3ed49d036793ddc1a5824f26a692b858c9b653495e1481c734dceb1a365dea97

Observation 5a6d296a-efd5-4af8-9880-e036f38dd09f · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-05T10:21:46.904746Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.904746Z digest=sha256:f11580132f9fd0e1dd29eff5294a15189f26b74bd20be7b4d98a6645305d9d4a

Observation cd2e38fe-cfd2-4a23-9a59-02b4b7864811 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-05T10:21:46.907644Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.907644Z digest=sha256:6d6fbe9c8267608137ec568c645aa698b662c3a863f2312fbd43a7dd018dc242

Observation 378d6bea-a541-4725-9235-4a3606c76809 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-05T10:21:46.910466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.910466Z digest=sha256:e34fb4f07f82a3bd5a60f7a201fca909a316886eeed1f30d570a6f9824f1137f

Observation 40c6d2bc-ee56-47fc-aea8-09ddc969582f · outbound

This paper cites KubeFence: Security Hardening of the Kubernetes Attack Surface.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis KubeFence: Security Hardening of the Kubernetes Attack Surface

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:21:47.540121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:46.913391Z digest=sha256:ff0dafa66bafb1ddf460b62ab97dcf039b25755ac1ae38061021391960708dea

Observation f01916e2-aebf-4126-8ee9-01e182d6054a · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.917260Z digest=sha256:94ac9d2ee9f3fecba89e1803215850f9608f5e791d9b96e241b03b06931c62db

Observation b7976037-4264-408b-bea5-e2e7d05018ee · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-05T10:21:46.920042Z digest=sha256:dc68a936e38da446ba0cba2c52ee3f77c06307e78b79ff79dac90632147b4867

Observation 512302a2-79bb-4c12-88e2-78c4157803b0 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.922817Z digest=sha256:d1b5250a58a1f87566803d360ef7d516d12ee4e86c58c35f92de5a40859ab800

Observation 5c393bef-fc5e-40c9-8527-b905fa81a7f4 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.925765Z digest=sha256:2c3efe84355de87509bffa9b60a7715f4f946d7b9bb057de774aad47d9239cfa

Observation 5a76a780-f0df-416e-a337-775c770ca98b · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.928558Z digest=sha256:460a9fde20f4f9532727515ffcf5c64ffb162dbda2d2a18b9401767a654d245f

Observation 0975d2a3-3a39-412b-b861-8aa14d4cca26 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-05T10:21:46.931205Z digest=sha256:2e4d584ef14bd42608d2eb226d27ddc6625899782efb855810bdfcdb2fb28e88

Observation 842d3987-e2f5-4bae-b9d6-afea5c500408 · outbound

This paper cites DeepSeek-V3 Technical Report.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis DeepSeek-V3 Technical Report

Reference 22

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source=pdf_text observed=2026-08-05T10:21:46.934004Z digest=sha256:8e281d74f79ecb34a66cdad2145e80f0e2c1230a983d8809101742034930d95d

Observation 2cec392d-500a-4a12-aea8-4c4367864ce5 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.937096Z digest=sha256:d073296563f06100f7ad40174e182ae170efc45f7c59ebe9aae8f9c752eee906

Observation 9954dd3b-43b8-46de-b29a-f10bcf5094d5 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.939925Z digest=sha256:30cee1b42df919b14403f78306265a42c0a4622f3581be5aaf05ae657a1233ae

Observation 1211ac3c-c027-4ff1-84d2-84e6d7ce56f1 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.942685Z digest=sha256:69eb6e1210a24dd4684192b748e25d4e80cf671ebba75897efb436cfb8a29438

Observation 4df4de76-2c84-4b8d-a95d-cf75896e3401 · outbound

This paper cites The Llama 3 Herd of Models.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis The Llama 3 Herd of Models

Reference 26

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source=pdf_text observed=2026-08-05T10:21:46.945474Z digest=sha256:c790e4413bd10ca87cc7ef5bb5b6a65ac38cb54b903e4fb542b651329cf6316a

Observation 477c789e-18b6-4d77-996b-af2e8cb2ef00 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 27

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source=pdf_text observed=2026-08-05T10:21:46.948433Z digest=sha256:b7e6d465b4ea0e0585c0023630b0460f699e7ffdd423cb17589a6073e2cb2f18

Observation edfa3e1e-3532-4209-970f-54a0fa9816d6 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-05T10:21:46.951829Z digest=sha256:00e7c7338fbd3ba30b0b8f3aff277acd5747dc45d845531919b4642f3d47ebd4

Observation 3991d744-850f-4a0b-8cbe-931e6b6220d4 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-05T10:21:46.954627Z digest=sha256:5dacc89b10c47d1e15cb59917365977dc3005c4f23fea7b398c1c51df06d89b7

Observation bff4fdfb-54c0-4bf3-a983-e2fdebd89649 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-05T10:21:46.960602Z digest=sha256:cd9e2855b9be53597e009d1492b998fb4ce562c41f2e9012d5abf362f39704e5

Observation 6847a485-081f-49d2-ac28-a3b7e71c03fc · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-05T10:21:46.963398Z digest=sha256:c0085394e8033bc764f18dfa713ba9110a0f77f1367d31bf425145c5ade5ead3

Observation 150f2ef8-6e44-4e40-8af0-371eeddb26c1 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.966323Z digest=sha256:f968e23c1220648623f116da42fe31400aa743e16118b9f9d54b5b2b8baf15ca

Observation 0a417aef-1753-4de9-a05a-314fe53d9b20 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 33

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source=pdf_text observed=2026-08-05T10:21:46.969066Z digest=sha256:c49bb669b57f2390796bb9b6bc5a00dc31fcdb90dbbe14c7dfd07af97f318192

Observation e0dcd253-67d1-4717-93ee-dcf732808ed2 · outbound

This paper cites LADs: Leveraging LLMs for AI-Driven DevOps.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis LADs: Leveraging LLMs for AI-Driven DevOps

Reference 34

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source=pdf_text observed=2026-08-05T10:21:46.972100Z digest=sha256:800bae2f9af524b89d0f783e5d41625accb97b92a4ecbbf8f6d17c1631faf524

Observation 038905df-1bc8-4b1c-a65e-d5481e1a7d37 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.975413Z digest=sha256:dd587859ab10bc036d3abc2488373f5a6865ec820ebd7e3273e43397e5d6c1cc

Observation 5dbb1a4b-a33e-4c08-b4be-a4a04367c15c · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.978229Z digest=sha256:406f10651c016d1c1c504f415515a25115f7a86a8ff674abe48cef8e52b629a6

Observation 17b53999-5ff3-4447-aea2-745961890e5b · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:46.981102Z digest=sha256:43516a1d4fd6b7d3548c89ea1c2eaca84c46e05e5748679d2aa27605e938e7ad

Observation 25f8589b-4c04-442d-b0e8-57808f2c3706 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-05T10:21:46.983839Z digest=sha256:349b077f56a92dec19dff282292650729e7f494001614997f9872267ddc45ffe

Observation d2307491-f887-4901-a98c-5bc2deef23c4 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-05T10:21:46.986632Z digest=sha256:1bf266b44d1fd2c61d3a82064f04a892f0939e5dc9a1f8b74e43f8389487c78f

Observation ae3c5006-91e9-4513-a6a1-611662ba363f · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 40

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Observation 031dce29-1de7-48cb-b292-138e5eefe43c · outbound

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Reference 41

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 42

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Observation 5e638558-18a2-40d0-b200-45dfa1a10a41 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 43

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Observation 1ec17e7c-1821-4f4d-b0d7-445280622e38 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 44

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Observation 745d2434-c0a7-43dd-93d7-4bdee9133d9b · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 45

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Observation c22d568c-c0a4-4a9a-a537-3f8e0d43c4e6 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 46

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Observation 4f48aa25-a44f-4a4d-987b-cc1826714fe1 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 47

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Observation 08eb3c26-6c79-469c-a7c0-bf6c73b9cdf5 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 48

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Observation 50cb14bb-a152-4344-9005-e5ba020b019d · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 49

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Observation 26f94e29-7ec8-4e52-9ecc-aadf4970954d · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 50

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Observation abede44b-d7fa-41f7-810b-79860cef3008 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 51

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Observation ba2d3e4f-81bc-4cea-bbdc-13c5bf2ba09b · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 52

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Observation fb1b8550-8efc-4aa0-84f5-f348ef307ac8 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 53

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Observation f3e8c82a-c0c6-4fed-a0c3-4874493eb9d8 · outbound

This paper cites IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities

Reference 54

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Observation ca994bb5-d306-4c56-b9c1-cf930ed09581 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 55

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Observation b7f24ef5-99bf-4d42-aba5-f4c078697399 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 56

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Observation fc20f696-88a0-4d7d-8067-58adaa776d33 · outbound

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KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 57

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Observation 1c74a763-9ca0-42a0-a6d3-3b221c5e1ecf · outbound

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

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis GenKubeSec: LLM-Based Kubernetes Misconfiguration Detection, Localization, Reasoning, and Remediation

Reference 58

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source=pdf_text observed=2026-08-05T10:21:47.043157Z digest=sha256:c29ce701de40e3c9c4fb5935e6a93ee56afb9d57c0374cf09cc323fedd5a466f

Observation 5a32e72b-a195-4058-9b0f-f3fef40f7ea7 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-05T10:21:47.046419Z digest=sha256:a3b1d5773a8a6aa04f6b73ea2d1dc802d69d64fc263cd6626cb8f3033286de2c

Observation 79ea7c00-8d2c-43df-9f82-b3c7095ede9c · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 60

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Observation 59049040-4791-4b62-a61d-7fc593944226 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-05T10:21:47.051931Z digest=sha256:0697c6756f56a89db6b53f8c524615a675b9aae459b68813221bd46eda881c28

Observation 7138108c-bfcf-4e86-b8cb-77ecb9f85fdf · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-05T10:21:47.054735Z digest=sha256:154d6299948e618ca6a5395e75dad6f2d3e80d2c1ca76ebb9a34e78a2ad93670

Observation 8e69c745-3602-442e-89de-499c76eba45d · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-05T10:21:47.057539Z digest=sha256:b40fbebf00946b85161b5e8357e1118cde76947c4d766d8b93da6f5e32aa706c

Observation 8cc35fa3-a250-4942-a21f-03ff77f9166e · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-05T10:21:47.060295Z digest=sha256:bee200dc7d819d8d672ca5971a1c6d58def542c790d398ed4bbe09c6fe9cf6ed

Observation e5cef8fe-7e56-4ad9-b05f-609b29f697b2 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-05T10:21:47.063074Z digest=sha256:4d2842ed8195d359287f2627d9c1a6e934c9956d4400e197ce5f6a1a40dfcfba

Observation 42cf0069-2f2c-48a5-b62d-de57bfad94b6 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-05T10:21:47.065890Z digest=sha256:2b18b25e5c11a3d322f22b6c00f6374c4dc2e17fa16da34c6acbcdd6e1b4acc9

Observation f112015d-da48-43f4-97b4-6851349d3466 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-05T10:21:47.068564Z digest=sha256:ae3a697b04d20fd3d664b840c1f6ccefa28713a6e12a1c76ced4e424131c3000

Observation 9cf27c18-ec8b-4225-be35-ef8e2a3ed147 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-05T10:21:47.071432Z digest=sha256:2bab13e987661e1bd107e25e195a0122da4f2bf347524bd46f426c1cf83c70d3

Observation e2e81bf9-e433-43b7-9039-69659911e58e · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 69

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Observation 29effb08-9e6d-42a3-9e11-aab1d94d76fe · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-05T10:21:47.077006Z digest=sha256:15426ed09ee5aa0ec8d3cd377681d899a08515e3d49c80ce6d573538e26e93bd

Observation 34ff304d-a62a-469d-aa27-8709d4ec57a8 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-05T10:21:47.079825Z digest=sha256:7c648eeec16b1d44ed6ee327ff4efcdb5dfad85f720a13caf29909f7af9dc181

Observation c91054f6-5888-4c0f-b8e0-118015c163bd · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-05T10:21:47.082470Z digest=sha256:40d2a8e1e379444f99d967a3f3bfb706e6fee9eac33f8968e2f299c9d07828c6

Observation 21e706fa-9b7a-4e25-a5ed-91b2334a123e · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 73

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.085427Z digest=sha256:499ed9060ea1c5726a3ca5e0ae1bfdede477b7a5005b8a1fc96bf0a85bc17629

Observation 6042bdbf-991b-4e79-81c0-c4aab4ab0a76 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 74

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unresolved
raw_fallback, observed 2026-08-05T10:21:47.972129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.088232Z digest=sha256:ab37ca565a27d41215a081545b050647485d0790de6a207c21aa60af1ba273c1

Observation 2f60cc31-1812-450b-8d54-c90dad2eb56c · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 75

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.090909Z digest=sha256:b7efc60b3b8812497056299917182d550f477e9e9209e90dcf7b1a956966546a

Observation fd70d38b-b874-47d8-a01d-a2634db8c49c · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 76

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.093689Z digest=sha256:ef43115e7ac3ca0fc61dfaf875486333c627d935639a0f2529e0f978f68eb760

Observation d3112896-fb97-4532-80b9-cc72b6cf7f10 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 77

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unresolved
raw_fallback, observed 2026-08-05T10:21:47.946736Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T10:21:47.096356Z digest=sha256:7411fc13325860e2e1c759df6a001a445d015b65e1748a905e4da88b59098683

Observation dc2035ad-4bc7-4e73-baec-60d67398cc41 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 78

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unresolved
raw_fallback, observed 2026-08-05T10:21:47.938426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.099109Z digest=sha256:54732790548a5cf91c2c9cc5009a8072776795e91c8aeba2092777575bdb20cf

Observation 6070ad23-784e-424c-9699-fe0ebe2a58a4 · outbound

This paper cites Centralized Defense: Logging and Mitigation of Kubernetes Misconfigurations with Open Source Tools.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Centralized Defense: Logging and Mitigation of Kubernetes Misconfigurations with Open Source Tools

Reference 79

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:21:47.481568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.101698Z digest=sha256:4717cfedfdbd3aa0021f965fbd33e7c2fa363b537ddce34155ab87524028b5b5

Observation c5ef2373-a13d-4f90-b7e8-db65863b1d6e · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.930295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.104699Z digest=sha256:bd8b7f3c671d66d5fd86834580ec178e2506ebc43e5b851bae1a2b17d60a4949

Observation a83c446d-12b2-42f1-b5fd-777ab806b0ff · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.922030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.107640Z digest=sha256:f6475179ec4bc70259a380689d293900e12bf6df0072236fe30b49b3622f72a9

Observation 71f53b6d-6113-4ab9-9d59-5e7b39ded7e9 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.914028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.110404Z digest=sha256:456c6bac2ff1c2f7d9e5539c85cd30380f73b55a7c06a2bc028c4d79bd8ebb9f

Observation 8ad2ce42-427e-4d36-aa0c-58c7a9efeb64 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.905789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.112983Z digest=sha256:15b0f573e661146a277e802c3e1a23b8b17827270ffd20ae4abf39b565ea2722

Observation 7f672aca-a258-43a1-ac32-77691648323a · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.896969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.115726Z digest=sha256:b9eabf455cc43b75b69547a0d75f7f756008b469db5bcca7e96e6c678f29f41a

Observation 1bd12fff-3578-48f2-aa7c-b6cdf7c537f8 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.887835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.118281Z digest=sha256:256d84fd3a719768c313cab5009b1de71c967c1d41a030bb826e20c98ee7180e

Observation 8de48c28-f43b-413c-ae6b-cb315509fbf5 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.878456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.121012Z digest=sha256:64e1f841bb8508bac2693b20888d36218a199c8109be967e898c0b9cff37623a

Observation 21475b9c-16ae-47f9-99c0-18c579ddd8c8 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.869481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.123808Z digest=sha256:9d80bf1fd8b52f19cf5f9d37e84bce2a236e25b6898d74cc38f39c99543e8a57

Observation 15f6b80a-e3e9-45e4-98bf-8470aadbc227 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.852571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.129683Z digest=sha256:43577450404f7df57eae4d3a17ab988cdfd4b6fd0fbdd6c8a63db3527e8adca2

Observation db4b5609-054a-42a0-8c8b-7bcb55f1e583 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.843261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.132444Z digest=sha256:2e9158d08f2e49a30e4028ca44d6ebf6ac8cf005263f1fe534b5d95dfd0b7b41

Observation 1c98a733-48ce-49e1-ba70-34c0dd5eed77 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.834927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.135366Z digest=sha256:200d834507fb60e0f14f2d5774dc9681f66ff4221222e7233ee6a57119bd5417

Observation 5d4b638c-a62b-49c1-9f8a-90b7c7beaf7c · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.826616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.138207Z digest=sha256:2f82ad5241d38fc92f74d74e8ada582b51c387589718026143db780a158e57ad

Observation 81e2dc49-63d0-4071-ab5a-1a7d85948483 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.818311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.140876Z digest=sha256:52d9794e3fb3028f1717da763168b8fdaf11d46b4c8232024ff515923a459a39

Observation fe7d2159-35ba-466e-aaee-27ef94f1d96a · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.810163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.143701Z digest=sha256:8f2f32bb87dfbfa7fc375c857c4f3e0fa136d171a82d814383fb669c3003a4b1

Observation 95746034-8637-478b-a4a3-99dbedc429d2 · outbound

This paper cites Migrating Existing Container Workload to Kubernetes -- LLM Based Approach and Evaluation.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Migrating Existing Container Workload to Kubernetes -- LLM Based Approach and Evaluation

Reference 94

Resolution
verified exact
local_arxiv, observed 2026-08-05T10:21:47.469045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.146339Z digest=sha256:0489409d0ec426c8a3cba83abdccd160224939b271276d4bfc4d38525b9cbdd3

Observation 6dcbcab6-57cf-46f6-b4f6-c7ef91578aa5 · outbound

This paper cites A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-05T10:21:47.149354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:47.149354Z digest=sha256:99fe3a902dcfb820f8557f526a664e7578ca056b493928a44e6c88dcda9b601b

Observation eb2313a6-bc6a-4432-b35b-b8d618c2dc3d · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.801896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.221073Z digest=sha256:f92e303e0b6a545970015fdc9aa3d280df2eb275b3b359559f49544e0314eebd

Observation 188ef7f5-bb85-4d3a-bf0f-a94be434de2c · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-05T10:21:47.224823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:47.224823Z digest=sha256:20986fcdf4585b5b658ee5389b1166ecea3758492a50e6586671d277399b091d

Observation ef362836-7f64-4d4a-9703-1e22011974ed · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.792648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.228211Z digest=sha256:c5e54c1d68f8b7ca12712db5eaf087ce011694b11b3057f6b063ed59af8172f6

Observation 5e8d893c-c46e-4621-9ba5-35bad780c708 · outbound

This paper cites an unresolved cited work.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-05T10:21:47.784109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T10:21:47.230936Z digest=sha256:ec43dcd25f4736c1f7a9da3a3c2959ff394921bdca6f39f141c504c05307f09b

Observation cb5350a7-447b-414b-bf65-ca02b95b3e0a · outbound

This paper cites Qwen2 Technical Report.

KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Qwen2 Technical Report

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-05T10:21:47.233763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:21:47.233763Z digest=sha256:4ab1d85f5d86bb4f398aa87a6153b5a7d4a2a4315ef846c2d26c9d37fcf3feb5

Pith citing papers

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

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches? cites this paper.

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.

source=pdf_text observed=2026-08-01T00:58:04.704118Z digest=sha256:a348486a75542062746c594a6cdd3b5b6765eb034720d74348a8bedd15276256