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Paper Citation Record · LEDGER

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges

As of 9 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 0 inbound Pith citation observations for arXiv:2506.17644.

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

pith.paper-citation-record.v1
2506.17644 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:35:06.211001Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

98 of 98 outbound references displayed

  • verified exact4
  • verified fuzzy14
  • unresolved79
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9cb6e339-fc42-43e8-9cf1-a0c944bf33a1 · outbound

This paper cites Cybercrime To Cost The World $10.5 Trillion Annually By.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Cybercrime To Cost The World $10.5 Trillion Annually By

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:34:57.251099Z digest=sha256:06fc9e313870a69033d27f590fa030c8a995656e5066b64c9f3e83b9d29a2177

Observation ba61912d-7a22-4695-9516-9d12112eb63e · outbound

This paper cites AI Cyber Challenge Opens Registration, Adds $4 Million in Prizes, Shows Scoring Algorithm and Challenge Exemplar.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges AI Cyber Challenge Opens Registration, Adds $4 Million in Prizes, Shows Scoring Algorithm and Challenge Exemplar

Reference 2

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source=pdf_text observed=2026-08-06T23:34:57.504753Z digest=sha256:5c8c22e48c8bfa9e731e3047e1ea5996058573bc9acacd2df964140b9d318756

Observation f12cf11d-1a26-4238-a8e1-d2de158ea976 · outbound

This paper cites DEF CON®27 Hacking Conference Contests & Events.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges DEF CON®27 Hacking Conference Contests & Events

Reference 3

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source=pdf_text observed=2026-08-06T23:34:57.662253Z digest=sha256:abb12761602173ef57c2b3bb7f4ef0d09d7b8f7730ece7d69bfaf20346d54188

Observation 260f2c39-988b-4727-85b5-939ad76ef832 · outbound

This paper cites 0CTF 2024.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges 0CTF 2024

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:34:57.854753Z digest=sha256:55d6fdd6cf5077c89c35c83f14bf97d9bb902a949177da91e1b9e67147cefc26

Observation 19d0120f-3d35-42f7-baf5-04eb405c69bc · outbound

This paper cites All about CTF.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges All about CTF

Reference 5

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source=pdf_text observed=2026-08-06T23:34:58.014833Z digest=sha256:5a4b5365c54ef897ba863e462539fb6b1048a67579cae35d7f34ad8344e48751

Observation eb70e278-d662-4f74-882f-2477daf33024 · outbound

This paper cites Assistants API Overview.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Assistants API Overview

Reference 6

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no resolver link, observed 2026-08-06T23:34:58.064927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:34:58.064927Z digest=sha256:631c2e5e61fc838bc8cabb62bd277cd04dec56f36674e063fa0b9bd3d928ff9f

Observation 3b083d52-2508-49a3-b0de-b6a6a6f3e9d3 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 7

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:34:58.184386Z digest=sha256:8976cf259d3ca503cc7f48e148b62d24654c4bcaaa1ed43151b7105654d8ec50

Observation 650dc15d-d2a8-41e6-af98-bbe8750a80c2 · outbound

This paper cites Capture the Flag.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Capture the Flag

Reference 8

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source=pdf_text observed=2026-08-06T23:34:58.301890Z digest=sha256:224c87dcce62799094c6bb07aa8f827a89dbf8d46dae1dc3b120d508270363aa

Observation 6a65862f-cbc7-458c-9a5d-dbcf4066deb7 · outbound

This paper cites Capture the Flag for Empowered Cybersecurity Training.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Capture the Flag for Empowered Cybersecurity Training

Reference 9

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source=pdf_text observed=2026-08-06T23:34:58.476834Z digest=sha256:e46d0f6b494a254e3c12b53476e03203c790c0f75a7d2e6ae9fb6c51d56b983b

Observation e77e7ea6-cd15-434c-ab16-51c38dfd96f3 · outbound

This paper cites CGC: Cyber Grand Challenge.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges CGC: Cyber Grand Challenge

Reference 10

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source=pdf_text observed=2026-08-06T23:34:58.591413Z digest=sha256:5ff3f2b9950d44e54157f978203fc348abd8d128bcf0204f37940c126ce8c8dd

Observation a79cd1ce-01cf-4ae7-bfe8-bdecf9432220 · outbound

This paper cites Claude 3.5 Sonnet.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Claude 3.5 Sonnet

Reference 11

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source=pdf_text observed=2026-08-06T23:34:58.724750Z digest=sha256:d25caf6c39b444b1d012f989758e56dbac4cc243c0544d3abf06390a8ab6a2d7

Observation 5273ab2a-785d-4aa5-b7fd-91bd215ac2af · outbound

This paper cites DeepSeek.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges DeepSeek

Reference 12

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source=pdf_text observed=2026-08-06T23:34:58.866687Z digest=sha256:166a13e1be35754a62a68ef8c00cd0c25702b6535d9298df510d6cd52275bd84

Observation 8805a6da-5bd5-40b8-86fa-27a117f7be0f · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-06T23:34:59.000038Z digest=sha256:1823b76a86141738fbc873acf96e89b81ae1c3d812c53a48293bb8b501d2615a

Observation 5c07c62d-178a-4c67-ae97-44f8938b5f72 · outbound

This paper cites Function calling.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Function calling

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:34:59.114155Z digest=sha256:c8e9690cb172c53be23316dee32f89ffa697c59af386605661d023d0a0b11274

Observation 2e37072a-33d4-4543-92f1-777a2f2ff43e · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-06T23:34:59.248142Z digest=sha256:d6dafabad3792ee94ff4fbc99e65f3c9bac54809c7b6d004cd387fd959c7f4d0

Observation 1c1b7b75-ee7f-4ec1-9a59-35bbc5a2d63b · outbound

This paper cites Google CTF.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Google CTF

Reference 16

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source=pdf_text observed=2026-08-06T23:34:59.347005Z digest=sha256:2a7beacebd961137331e65958f59efb0f307d87b5d193f2d147477e49b7a3fb3

Observation 79cc5202-a3f4-4b7b-be62-a79c829e95da · outbound

This paper cites gpt-3-5-turbo.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges gpt-3-5-turbo

Reference 17

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source=pdf_text observed=2026-08-06T23:34:59.451941Z digest=sha256:fa884e0eb7fcff361952b3d78eb963b056159739aa3cbf1791927b980e060305

Observation 5bc6a0a4-3c28-4eed-9afd-a378298a3947 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:34:59.593056Z digest=sha256:2e1df8d8162ca20b2ad3320ca38312116541bb398e2da40d01bd40d6ec8295e3

Observation d5d2d54e-f4bf-4255-a601-a8b5a6798d2a · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 19

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:34:59.729431Z digest=sha256:f8822fc8b41028d57b64ffbc7c67bc0fa5408c4b00fe142664f6ba245179e9b8

Observation 0a1f6a03-2465-4a06-82ba-b7270204573a · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 20

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:34:59.875473Z digest=sha256:0521bbb1d1155cfbfd7a40eb24097cfbe8e3261126b3517f34c536f30081fbea

Observation b68f27cb-b5d1-42a4-a925-ec0c07d4b4de · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 21

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.014973Z digest=sha256:b52f8dfaf1e8aa0f1d28ad48d05aa56d24bde845ca1c015ab8287a921cc56b73

Observation 1a3b9d3c-cb7b-48b1-a577-74f6f5aaa6c9 · outbound

This paper cites Learning to Reason with LLMs | OpenAI.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Learning to Reason with LLMs | OpenAI

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-06T23:35:09.546629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.112630Z digest=sha256:2ed22ac98c5f60a4d5e6ae4c0872902407c2ca06f4671a1f0e07e81d7fb2ae6a

Observation 2b86e511-6854-4305-bf91-9d42170b1dc6 · outbound

This paper cites Meet Llama 3.1.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Meet Llama 3.1

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-06T23:35:09.514750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.226552Z digest=sha256:0412b4c6c1e28200b3ad3537009d05e303a0897c1f0e0781338ec359e00cc142

Observation 464592a9-cb53-4b38-8bf2-39527696ec49 · outbound

This paper cites Mixtral of experts | Mistral AI | Frontier AI in your hands.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Mixtral of experts | Mistral AI | Frontier AI in your hands

Reference 24

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.273456Z digest=sha256:3b92075b4cae5f21a7b8186249913db2adddc720d0f85fbabecc55f6eb87ce86

Observation 19c2bea4-f1c4-43f8-8886-11d25172a832 · outbound

This paper cites picoCTF - CMU Cybersecurity Competition.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges picoCTF - CMU Cybersecurity Competition

Reference 25

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raw_fallback, observed 2026-08-06T23:35:09.374754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.491515Z digest=sha256:e35af1e8a44831b9df733e0d82037c5424e46964178b825de70cf3bedc99583f

Observation 8896b226-bfba-4220-b710-40b80568e4fa · outbound

This paper cites picoCTF2024.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges picoCTF2024

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-06T23:35:09.333649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.653650Z digest=sha256:90481055f25f2432ab18d21e435ff0083f748bd7ba2fd480271e6ef4f8e6fc4f

Observation 37147e23-699d-4064-acb6-337f0f9dfada · outbound

This paper cites Top 10 Cyber Hacking Competitions - Capture the Flag (CTF).

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Top 10 Cyber Hacking Competitions - Capture the Flag (CTF)

Reference 27

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raw_fallback, observed 2026-08-06T23:35:09.306715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.761007Z digest=sha256:65e3c911e4dc72af95b379a83bb61a64feddf6d8c31f93266df163ad4cdf4e7b

Observation 7cf06032-3ce7-46fa-bb71-bc4b413962b1 · outbound

This paper cites UIUCTF 2024.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges UIUCTF 2024

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-06T23:35:09.266291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:00.886621Z digest=sha256:9715087a5d3a7a86faf339c40aedbe752ad51c5e3f071b18495bea78c0e54ef1

Observation 5bff1ced-39b7-49e3-ac64-2a1d862a56e1 · outbound

This paper cites VicOne & Block Harbor Spearhead Biggest Automotive Cap- ture the Flag Competition for Cybersecurity Enthusiasts World- wide.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges VicOne & Block Harbor Spearhead Biggest Automotive Cap- ture the Flag Competition for Cybersecurity Enthusiasts World- wide

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:09.246250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.033315Z digest=sha256:94f7547e93a08e6db0ccdde5b622993551ab84188f3a0bdab18ea939f914db1e

Observation 31de45ff-2047-459e-bb53-ff29266a8b9a · outbound

This paper cites Burp Suite - Application Security Testing Software.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Burp Suite - Application Security Testing Software

Reference 30

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raw_fallback, observed 2026-08-06T23:35:09.222551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.118662Z digest=sha256:c12ffbcbc08ccd8c15baffb42c752d6f9128a34bb249a58363d86bb865662691

Observation 062a5e70-6c47-46c7-9bff-31b258fbe3c3 · outbound

This paper cites Microsoft Security Copilot Blog.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Microsoft Security Copilot Blog

Reference 31

Resolution
verified exact
raw_fallback, observed 2026-08-06T23:35:07.980525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.231335Z digest=sha256:e3728320e8a3634a8ba0621616a894c00bc56fcce6b6d67953306c6b63623465

Observation a8e0dc8b-8b0b-45b5-bf40-a2c63f1d6465 · outbound

This paper cites Proactive Defense: The Role of Offensive Security in Cybersecurity.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Proactive Defense: The Role of Offensive Security in Cybersecurity

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:09.197784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.325726Z digest=sha256:d95cca122538228a94c6f1166f587883431813e778f39165145e84a62fd9ca09

Observation 6f9759e6-fe31-4284-95ce-e4e9de9dcdbc · outbound

This paper cites Using AI for Offensive Security.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Using AI for Offensive Security

Reference 33

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raw_fallback, observed 2026-08-06T23:35:09.167578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.437033Z digest=sha256:416d12b188debf74ea2003f688ddf6d19587d22830edb4430923eb6b78f82f67

Observation b82a640e-60d4-45f1-abc8-35f5617842ca · outbound

This paper cites What is Automated Vulnerability Remediation? https: //www.sentinelone.com/cybersecurity-101/cybersecurity/what-is-automated- vulnerability-remediation/.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges What is Automated Vulnerability Remediation? https: //www.sentinelone.com/cybersecurity-101/cybersecurity/what-is-automated- vulnerability-remediation/

Reference 34

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raw_fallback, observed 2026-08-06T23:35:09.143171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.552239Z digest=sha256:eebb25ec3dd11220de4db2970835343758e38ff423341419f278524416f80f3d

Observation 58b32c76-db2a-4c7c-bf97-38495c49041b · outbound

This paper cites GPT-4 Technical Report.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges GPT-4 Technical Report

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:01.653994Z digest=sha256:f4dc0c720bf697f968630fd979ab13a00004294634acb042241891972c660ae5

Observation f8604f7e-7da3-4be3-8670-960caaf3f1b2 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-06T23:35:09.127689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:01.764451Z digest=sha256:220e65a196e1ce4f856f42cc60431b9fa90b6671179bb63b642397311e575af3

Observation 0cbcfb12-1d95-4c42-a6f6-0988bfc48c0e · outbound

This paper cites CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models

Reference 37

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:01.878295Z digest=sha256:931df1418b5e418e933b547c1dfe1118fc2236a182b0b854a2df7f0d8aa200b1

Observation 4859e62d-cb3b-49a2-91b7-b3416159ae50 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:09.106683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.008375Z digest=sha256:8443a18baa9825d8ce237ef487626b2a1d2dedd8c349f74537578561f858c295

Observation 2b9a2b1c-2705-48bf-9dec-bef8021c1d37 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:09.096009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.138798Z digest=sha256:153beb880840d55fd7e58552209aac672caae0e2c3a1fad0e420b297dace27b0

Observation 30f5794f-077c-488f-a7f0-5d7da8de41aa · outbound

This paper cites LLM for Mobile: An Initial Roadmap.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges LLM for Mobile: An Initial Roadmap

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:35:07.675542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.325227Z digest=sha256:658c092274ff6f69c39febb04137906a68ea43c8f29131ceb3374275a81b83c4

Observation 243b50d8-72a2-4196-b8dc-409c83a4a933 · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 41

Resolution
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no resolver link, observed 2026-08-06T23:35:02.407420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:02.407420Z digest=sha256:ae68ddbe6165eda9d2329762d21db2d025460b90f854571a3e5218dafa60afbc

Observation 24fd8075-1986-4e33-a9e0-0f41bff2310d · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:09.084729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.488945Z digest=sha256:eb6210998c5446601b197ae72946675ba574eb936c30974d89cb4e6ec7fd5480

Observation bf25768b-f992-4bdd-bf90-a5a351051373 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:09.066019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.559690Z digest=sha256:b231f6bac7b6ce4ce21e8f280d4f412582109415224453c69f84370eb1d83a8e

Observation fb07652c-ed80-4ed3-962e-7e00ff3ae398 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:09.047651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.650297Z digest=sha256:2b850ab8bc8d11df1438ec91853efb3108c8afe7f601cac06c5d25420017a9de

Observation 19ccf574-abf8-469d-9c9b-810527772f15 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:02.788629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:02.788629Z digest=sha256:b230a896f83a748ad785f149ba0c6a75ab129632d30427d5b92405ba29e600d3

Observation 34fb4ab3-b49e-404c-a45a-cff2061fd3cb · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.989382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:02.909045Z digest=sha256:27df8a63e4caa49dd42bb8c295b5f8d677e45ee12aae2fff182084db6e649a39

Observation 52263a2f-b4c7-4518-acc0-075488ea41d0 · outbound

This paper cites Teams of LLM Agents can Exploit Zero-Day Vulnerabilities.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Reference 47

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no resolver link, observed 2026-08-06T23:35:02.972447Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:35:02.972447Z digest=sha256:a9183337974835b72d8833e068b7893f31e54775b5044a69d4c7521cfe23f964

Observation c854178b-4f06-428b-90eb-9b4760c2e97c · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.953936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:03.105682Z digest=sha256:a54b248690dbf04a8b72a80cc94707b713d03ae44109c288007d54a81df3bf20

Observation e4b21f42-151b-42ca-8c60-d815a75b1025 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 49

Resolution
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no resolver link, observed 2026-08-06T23:35:03.279545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:03.279545Z digest=sha256:8963461832fd73742ba003c97dfec66d9034723348fa327ab51c48318550d19d

Observation 8e153b3b-cf27-45dd-9f3f-4cf8fdfec779 · outbound

This paper cites How Far Have We Gone in Vulnerability Detection Using Large Language Models.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges How Far Have We Gone in Vulnerability Detection Using Large Language Models

Reference 50

Resolution
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no resolver link, observed 2026-08-06T23:35:03.441508Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:35:03.441508Z digest=sha256:35bb4ada4366723c3ac0d54b3eb07842ac98db95f6ee494662cd6bc1a768aea6

Observation 0786019f-5f60-4474-8a98-0f6d8a838c17 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.934745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:03.634822Z digest=sha256:65335624c4e5eff72f96c88754b59102b263fb5df6d9a410f863450f1744eb2b

Observation b6265da3-c39e-4b0c-97d4-da05c695a7b8 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Measuring Massive Multitask Language Understanding

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:03.753687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:03.753687Z digest=sha256:f9764d09779ddf3e946b4c8cb8d2ed939c952e9295e064ce94ff7fb7db64241d

Observation d326bf29-32f0-4432-a82b-45699265daed · outbound

This paper cites PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:35:07.054889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:03.833812Z digest=sha256:2f2df0b618b2f8845213c86463a167debd289742c3cf5bd3821c9b3f2f05be3e

Observation ef47d230-57d8-47be-b044-1cb5a37ceb36 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.890346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:04.017101Z digest=sha256:ab0f7969e9d97b4cb74da62975108d63f61a6ebf0d6d824dd0e211054fdb00e9

Observation 086b98e7-cc7d-49df-9a5d-1232a30abb70 · outbound

This paper cites SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity

Reference 55

Resolution
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no resolver link, observed 2026-08-06T23:35:04.049872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.049872Z digest=sha256:06bba29918dcf67e8815b57f11aad38e0ef87a2d6d08175411d1a20da25cf66d

Observation 89402b97-58a7-49fc-a238-510ff92fd30d · outbound

This paper cites Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities

Reference 56

Resolution
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no resolver link, observed 2026-08-06T23:35:04.178937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.178937Z digest=sha256:14ef98ca0ab9999fc039d7560e911389f109bd616e5ac72f41285093064fecfd

Observation d131b1f6-b22d-423e-a734-d38acffb53b0 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.865416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:04.282967Z digest=sha256:ee52d17b207a68e6e84500fbcdc9c8ba42169562e658e030578740ca86569737

Observation 1dc2312a-cb0a-4bf8-85a4-7f859317c0c1 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.840467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:04.420784Z digest=sha256:5eac43c9218e7da87294d2bc5da5d07794c512e6ca390a0e3de0ae8e7bad5987

Observation 7c9e36bc-fb98-4b7f-90c5-0b5834acc2fa · outbound

This paper cites ToRL: Scaling Tool-Integrated RL.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges ToRL: Scaling Tool-Integrated RL

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:04.518537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.518537Z digest=sha256:571e6e347929a1e3d94af2a3d40d9d56cbce3691aa75c90bb0cf9d22c6b301cc

Observation 099806aa-a002-40b8-92bd-97eaf28c1dd4 · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 60

Resolution
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no resolver link, observed 2026-08-06T23:35:04.607502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.607502Z digest=sha256:6155d62f21deb812c45cebe1d3850cf4abcc74d618c733e1f3472bf07e0f94ea

Observation 8e124330-059f-4511-b28e-b21ab49eebd4 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.794746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:04.734768Z digest=sha256:4f7f8e8fb93e8802aed26528808fd9daeb5dcb17b83a71759a9cdb126ea3fdad

Observation 18e460b7-36cd-41a8-9b2d-765927d27ab7 · outbound

This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges From System 1 to System 2: A Survey of Reasoning Large Language Models

Reference 62

Resolution
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no resolver link, observed 2026-08-06T23:35:04.775152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.775152Z digest=sha256:3df73616dedfa02ec4d4a6393e01401204f01a7a81f5a77c81361d214cf8bfe8

Observation 26d4119a-f7a0-4190-98f9-31a588c7a61f · outbound

This paper cites Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Reference 63

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no resolver link, observed 2026-08-06T23:35:04.862557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.862557Z digest=sha256:7f9939b26504086a38c3edc97bec9bea8eab7632acc1106879468d2e96aa6c32

Observation c57679e1-33b8-465b-97d4-1f70a032c624 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 64

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no resolver link, observed 2026-08-06T23:35:04.956694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:04.956694Z digest=sha256:dba3036566454af68b4d5aed7f1be6061cf4d4f04d859f7940eee8aaef821158

Observation 134025a9-b61d-4fdf-9a4f-bbfc9c00a3b7 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:05.076984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.076984Z digest=sha256:ef916d04fa5cff39d4f763c075a6f9812dc662c58fa5c290dbe61b5ac4a3b4f6

Observation 5832686b-7ff9-4d8e-8815-ad7d9eba0abe · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.607318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.236867Z digest=sha256:77aaf571336e5ba287f1809828899e35c4504207429d13338a467f842036699f

Observation 061e2c6b-20ed-4e55-8616-a217004c1bc6 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.634278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.104820Z digest=sha256:1ddf418538db4df058ceace5065adbd99416bb6189794abf82c15a51078b7eda

Observation 28b389a7-918c-48a5-b7d5-85a811bdf43e · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.564431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.435569Z digest=sha256:2bbfceba3f4514939a8376fb74072abe97398a0e44cf70a9c9c83d3df61f4ff1

Observation 595f317a-4f9d-4b7b-bf9d-6156dc4092d4 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.586523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.320121Z digest=sha256:8fd28e2ae653ca897f298b91e8e365173f221ef0dd9f0ddbaa2ee3d0edac0b5e

Observation 531bb9b8-a3ff-4145-b1e8-b789c3bd6c80 · outbound

This paper cites An Empirical Evaluation of LLMs for Solving Offensive Security Challenges.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges An Empirical Evaluation of LLMs for Solving Offensive Security Challenges

Reference 70

Resolution
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no resolver link, observed 2026-08-06T23:35:05.704955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.704955Z digest=sha256:b59effd73551f8b186c09e8c2b0cd9784309405e0b86a10a1dec60fe4e147887

Observation c9f8a3be-43ea-4c3d-811f-12bf00b57524 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:05.584511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.584511Z digest=sha256:f7321d161e8eeb1172ce517b2683014f9dca4c535f4fc3b842114a7c2bfc23a9

Observation d30d15d8-7bc0-4777-9a8f-bd27cbc5d928 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.524858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.896211Z digest=sha256:38bb106c9b746c449e9ecdc242f4678196d29c77327e5baa27dadeb95cb1feb1

Observation 425b3577-9f55-4a6f-9635-ccaf8025aa32 · outbound

This paper cites NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security

Reference 73

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unresolved
no resolver link, observed 2026-08-06T23:35:05.819135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.819135Z digest=sha256:38ce29b0fb45c3efda75630c48e19375668ad0e117da44d48858b82fbc43ccb2

Observation f0d47db9-8e72-46b0-b5ac-3c7addd97718 · outbound

This paper cites LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning

Reference 74

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.906614Z digest=sha256:c5a5a202083ec50506e63cb707cbdaef7d99c0b7ca1240f95ec6841a84e48356

Observation 3ed92649-b2e0-40ac-b220-6790d434d41c · outbound

This paper cites Thunder CTF: Learning Cloud Security on a Dime.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Thunder CTF: Learning Cloud Security on a Dime

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:35:06.658565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.900130Z digest=sha256:7e91bb416fbd7cd3b749fd381d9723ced82b7c87d07b463d3439c00988d88b63

Observation 53081299-40d5-450f-ba3a-f98341845241 · outbound

This paper cites Using Large Language Models for Cybersecurity Capture-The-Flag Challenges and Certification Questions.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Using Large Language Models for Cybersecurity Capture-The-Flag Challenges and Certification Questions

Reference 76

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source=pdf_text observed=2026-08-06T23:35:05.945362Z digest=sha256:4d4f2112f9d14e24f66bed79637e2a97fdd6153d64235ee3ed5431a87c274233

Observation 061eca14-bf72-4530-9a4a-3b9e8c672612 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 77

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raw_fallback, observed 2026-08-06T23:35:08.485010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.926998Z digest=sha256:feed674960828530b9cf74dc7d3e7d7868e33a9b6c5f2c723fa7c859266e6dd1

Observation e7e2d59b-4718-4bb0-b950-824fad8fc02c · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 78

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.955326Z digest=sha256:481bc6e243d1929341824a937d928f2a9b36a639b7f5218ff0fc9d103e37839f

Observation ecb831ee-ce95-4cf9-8b6a-aea9b41a7e58 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 79

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raw_fallback, observed 2026-08-06T23:35:08.415128Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.949603Z digest=sha256:bb4f8784077e5c1672e017c27020c9b12d4a0ebd8166174cb3101b72549ec43f

Observation f450ee49-39b8-4ee6-82a8-6824a1947f21 · outbound

This paper cites LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks

Reference 80

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:35:05.983497Z digest=sha256:93914230fd791fb1a43b1d19b50dbcf6eb5d1142f34001f53321115e1a4d766c

Observation 03dbb136-9d8e-43a4-8088-bfcf897e4419 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 81

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unresolved
raw_fallback, observed 2026-08-06T23:35:08.361894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.971759Z digest=sha256:9d410d61f540457e57ea5674bfbc8d7615b2850239d17c1de51145ae7fae0005

Observation 5a9b9dbd-8469-481d-b93b-c746889611af · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 82

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source=pdf_text observed=2026-08-06T23:35:05.991880Z digest=sha256:eadc760f80805b8685c1dd7835f75a9b6385bab7f3c06359dba28c7cf7de7790

Observation 9bae381d-cd8a-47af-887b-cefb8338e859 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 83

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.005780Z digest=sha256:a491cb6cb4b339b0f0f74d3ad6eaadf5a899c044be9320a08c4901ecbce8d438

Observation 0c0021e4-5a44-40ac-91e8-a2a920c61026 · outbound

This paper cites Department of Health and Human Services.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Department of Health and Human Services

Reference 84

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verified fuzzy
raw_fallback, observed 2026-08-06T23:35:08.288849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:05.988781Z digest=sha256:ddc5ca50467831a1f63f9c27fee49cd2f135f3e66426dfb494f5769004dce49d

Observation 600f77bb-75a4-4f1d-ac20-77f11af97fdd · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 85

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.057837Z digest=sha256:6dfabae83338c3a5e7611a8adc297f41af7ffe9abf00160522ad39a484a68b60

Observation ad7539cb-ae77-48be-ae1d-009ccee3cd18 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 86

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raw_fallback, observed 2026-08-06T23:35:08.191001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.105715Z digest=sha256:dee96c6861087e13b26dcc7ac6d132f4f1328ff8b4d13fe63bc8b4a5354864a9

Observation 882b0845-7082-451a-a65d-acbe4c3413df · outbound

This paper cites How Multi-Modal LLMs Reshape Visual Deep Learning Testing? A Comprehensive Study Through the Lens of Image Mutation.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges How Multi-Modal LLMs Reshape Visual Deep Learning Testing? A Comprehensive Study Through the Lens of Image Mutation

Reference 87

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:35:06.031857Z digest=sha256:c3823c0237934ba9cae966d224812aa80fe44dc90da144ccce73507cec34cee8

Observation 454d7eff-83d5-4f20-83fb-b4e15faf8d39 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 88

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raw_fallback, observed 2026-08-06T23:35:08.064873Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.174475Z digest=sha256:2b377a0b21b1d70a91f0c907cb6a68fda6efbd77b35b0a0882f10e759a8b117d

Observation 038fb3f8-62e9-42ac-9fe8-9d1b5928b1bf · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 89

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source=pdf_text observed=2026-08-06T23:35:06.178897Z digest=sha256:c42405c68468a41753f95e4c8a47ad8e78fc5d941d17dd11024609fa683cb81e

Observation bb0a00d6-6ee1-47c9-a1ff-e900aef2e2d9 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 90

Resolution
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raw_fallback, observed 2026-08-06T23:35:08.114044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.132701Z digest=sha256:e274c7ae62328c6489981ee092a3badc5f680ac5527de3a2e8ff357279d7fdbf

Observation 1d8fa8c4-2b69-43ef-84e7-60eb88c035c4 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges ReAct: Synergizing Reasoning and Acting in Language Models

Reference 91

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no resolver link, observed 2026-08-06T23:35:06.199616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:06.199616Z digest=sha256:beb46f5dce269d12e444b0ba9d1c4bd27f27a21d41143c60b160251dc1b6ed4b

Observation fe207e1e-b66f-417f-9ada-cbb87495f96f · outbound

This paper cites Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models

Reference 92

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no resolver link, observed 2026-08-06T23:35:06.202672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:06.202672Z digest=sha256:672140f6a619a51f2277d3057dd519b45452275854cccb330a9cca39d2fb22b0

Observation 6927f7f0-3050-432d-aeb3-f45efa2e8c02 · outbound

This paper cites ACFIX: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges ACFIX: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts

Reference 93

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no resolver link, observed 2026-08-06T23:35:06.207079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:06.207079Z digest=sha256:52871a7a9f4aabbfbdaa91a119b4a1e3e259d4b0465fe4eb8f082159052d8a28

Observation 056695c2-c176-4ce6-9295-9da74768aaf7 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 94

Resolution
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raw_fallback, observed 2026-08-06T23:35:07.996021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.196569Z digest=sha256:f6a19612d7e327b4f6918bbf3738e93ee55f2d7c0d983306b7ced23a72f6b37a

Observation 234bcb10-d3a6-47f2-bc4d-fe64c78c9cb2 · outbound

This paper cites Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Reference 98

Resolution
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no resolver link, observed 2026-08-06T23:35:06.211001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:06.211001Z digest=sha256:9c25498ae86bbb1c40502df0d23e54023fc00afc418a9321cd977e394dd662ad

Observation 89e2fd64-527f-4049-a1b2-eaf4aa002179 · outbound

This paper cites InMulti-Agent Security Workshop@ NeurIPS’23.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges InMulti-Agent Security Workshop@ NeurIPS’23

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:35:08.019250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T23:35:06.182493Z digest=sha256:8c2b13271bdfbbea4df3a5488a5267fef77bbbe78565fd164efacb6b345138b8

Observation 7a79103d-b8de-4a37-8e5e-96ceec3b28e6 · outbound

This paper cites CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge

Reference 2024

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no resolver link, observed 2026-08-06T23:35:05.975106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.975106Z digest=sha256:f8c5bcf3a08c48be6f0a65d8aa4e4ebc449a35b45fe3ebd3926149daa531e1ce

Observation 1b5fe0dc-2320-4683-80a4-40beeb135602 · outbound

This paper cites an unresolved cited work.

Measuring and Augmenting Large Language Models for Solving Capture-the-Flag Challenges Unresolved cited work

Reference 2025

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unresolved
no resolver link, observed 2026-08-06T23:34:57.394753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:34:57.394753Z digest=sha256:c7e2aaec24300c2d488f714c64cf5032aca8f329e4dca2b1c5849d9a8054ab28

Pith citing papers

No inbound Pith citation observations are available.