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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-17T06:30:58.91139+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:ea1b624c3d643f0a271008d06330edbcaf3a64b04c1800faafca883f631bf95b

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=sha256:482f3adadebde3dcc5d97c6dc7537173d011484e6e8b27a49ab811be00ec91e9

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:c08bf8263db5e46f39ff6a225d355d6c664241f58b8eb02fd3f04bfae1084e62

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=pdf_text observed=2026-08-06T23:34:57.854753Z digest=sha256:4e678dac53c4b00becd405c8844445167131d37be15c276062d74a41f6755c7b

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:34:58.014833Z digest=sha256:72483ad6742f4b6d6ba91b10db3f960c55b97c6af2acc7a73f75175cf28cdf0b

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

Resolution
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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=sha256:513edea49bb41fe54fc59b363bc5dfc5b7bd8d0e648cc65762f3f4defe6f6568

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=sha256:192f96ececbe4ae29c2d74506cd516e7e347ce80c5481e59b446eaaa19154940

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:b0a17c3935a96dff7fed13d7488c2524f1586e4d22f5c875df764c7eabc028b0

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:d7f12124fc7eeae30837dcfc0d7308c0692f6d0cb14a0053887cc902da9c982e

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=sha256:1b752c2b92e210cbd70dd65f96f225cdf64104fe38e1bba41d9cafb11c51b40c

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=sha256:4f27a2571d2b3e21a1361f8d46cd808fd79787166b647d9c9e4911bcaec69e6f

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:d9e530c17941c900e52a00992c9a9d141fbd653c5f17c865928d3b1416889211

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=sha256:74bfd354faf07ccd272778b33186b52786bc0982fb6fc96c34e1d2c9d0395de3

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=sha256:1cbb2d56a2d34b13be9e813b0c1a24c35d48872fc5edfe756f0e8fdf0bc6e14f

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=sha256:9022ef44aecc9e5ce2d2ab3bf1ca95995ef937ecec435e87ceb3743f57edb567

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=sha256:0b9738bb9c87ff1e8e85cd1c16bd48c30a72a3f604bfee0c6ef76d395d94f55b

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=sha256:278f66fd3c2f441d1af31a795a03c51c0f1fd26fb1610a26cefe68ff49e7bfce

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 2026-08-17T06:30:58.91139+00:00.

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:34:59.729431Z digest=sha256:3d8c25ea56ec2e53d1e689d19e40c026a570ce83e9151898d53f14c576e9c179

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:34:59.875473Z digest=sha256:0c1b1ccbf6ceedb134ca116e59866d8d9d8d6590558d657b4c323a8b22c62d84

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.014973Z digest=sha256:e25721250263703ad36d6c258b4ff87f5834f5d8a9bd1a9a0aa4e55840de970f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.112630Z digest=sha256:a848bce7b3d9d915af5e5526b14b69cf4cf00009082cfaf968324793b8aa4df2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.226552Z digest=sha256:7977e7de859d74b1a17339861a197b3305469fb772cf401b1136685c36b70d47

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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raw_fallback, observed 2026-08-06T23:35:09.446817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.273456Z digest=sha256:ebac9e902ed598e048f2e4eaa95b076296ea52563f03319bb0f5387f12bfc870

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.491515Z digest=sha256:0fbdbe071a56718ecd35fcf5bed7e4a41f4fb914105bd01fbcdfc9b680d59352

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.653650Z digest=sha256:2704676896f0d96aa0ceca2afbe7e423390a0370d209f7d2093cea3e2d9a075f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.761007Z digest=sha256:00825a4e322ba861585eb5f4e875f0129404dd3a64d15c3ef1faab33c841b635

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:00.886621Z digest=sha256:538df45cc41519601663818b3bcb59a0bcd7eb007b53acad5f056af8c6c87525

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.033315Z digest=sha256:4fe6cc989579013c8a088ce05a75e1009809b86d0b24922f51c9b7a517b4a843

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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verified fuzzy
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.118662Z digest=sha256:17496e37a3cd2c987bf41d154d3285d9aa857fd623746251c053e349c2683ed5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.231335Z digest=sha256:a0fd82d675e976a69bf7570e5a277cad3537dfa7393a27c8a46a27cace71936b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.325726Z digest=sha256:1abb353819e1148fd1e67ace99b0e0927d27ee742ed61ecb2166772f5ae27309

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.437033Z digest=sha256:a84cf74308e153415915acd5a4a2b93d999811741ea2c0efc80b7d7d1202c868

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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verified fuzzy
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.552239Z digest=sha256:97f020c0868c37cb04da85d4e3ee2b5a7d1428ad3e6d536818775cceb4c54d82

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=sha256:016b9d5f0f25ecb9744de4bbc4d20a32032d5a2d82c5cbcf2eb8ae68b48998e7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:01.764451Z digest=sha256:4229c3ee65e35d377b673a4eb9b32199ad608b1c56540b1cf8560bb7a27995de

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:01.878295Z digest=sha256:08e4f95805fe3b5b3d0c3dd83f68c2be311ee720f5ba8afa37829c2c5d5f5b27

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.008375Z digest=sha256:1ff457eb088118f993bb9137b0273bdf46d0cb23643cc38e14c833583ba44b27

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.138798Z digest=sha256:874b2de335e25c5266b7deb6fcecd9e52602c47fc1db07070b7f0da28e29e8fd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.325227Z digest=sha256:58eaa1ff531aa072ffe554e5779cfe968ea33a28ee94435be5ad5294160e2f2e

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=sha256:9be1b7612fa82357b9bf2f21e6bab4f20ccaa9afd02974f3dbeee9281931e497

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.488945Z digest=sha256:58f58696acde687d5d339d6cd78c7c98175f32adb00b036038027833322ab83a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.559690Z digest=sha256:5ab0efd713e8c7aa87785f3f8204d953b7987839eb3950c25077fe5b5ae0bd51

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.650297Z digest=sha256:a279e773891e01036f4874087870bda906e110320468d4ad06f48e9d15d69f3b

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=sha256:442e5afd85a3978c13d8dae00b912e254d25ceaa41257fc0bb1201e971eefe7b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:02.909045Z digest=sha256:4712fe8b565a9e10e362296b5016f60f44013c02a91e334d69286821c77b6e23

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:02.972447Z digest=sha256:ffb187accb9435e4dafa9fe77e41250ca77784b2794940e545f5977f44df1356

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:03.105682Z digest=sha256:58c141574fbf257eabbacd47d272f5d272f7983dcc576e344d1a771566832285

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
unresolved
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:b60d84aab597003714f216ce6fec5115229eb697a49476c148dc6b8434b7bafb

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:03.441508Z digest=sha256:67a1856fb6f5af88ed8b43b443aa1fd81780a3797b0a2a54becd482dac4ad657

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:03.634822Z digest=sha256:d63bcb41b3b3693de9c43be50249f87a3d0132ddef17376d7f3abc3ee9211788

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=sha256:7a6c3992a8f8449b49cfb7cf24551db0bf81758c8a2e5cd24a8c27acb07b818e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:03.833812Z digest=sha256:68bdd883b54fc347a9501eb636ce0370b167ac3d37522e48c722cb9936c4a792

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:04.017101Z digest=sha256:9457ecb185b707ac44dcc79e6c21fa8886ae457f37c04b5673a5195f74f25615

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
unresolved
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=sha256:9dfa1b35832893b3286067a14c68fd754455fd1bc8ed1a5bbfca7bc1078ceba8

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=sha256:24524089320724e203c84c524c7828567d17582cc4eb6106fd0adabc9cd01815

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:04.282967Z digest=sha256:8f33e673ca477f3b8cc7797f1e21b0c7def57ac2fcfdb5f54ccae2d55030228a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:04.420784Z digest=sha256:a82f323aa7741998667e86550dfde9dd126b40ed1c81328fd598c8cdd3823874

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=sha256:80a3af143b457324c6b0bee36bc623aac30029697f300b9f14e319b7e6e0d39f

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
unresolved
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=sha256:8d5f818feafc9fc3706be81babfb4846cfbad390779531ffd7acc7615092cb9e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:04.734768Z digest=sha256:b08ac99302b186bf3b724474e05770db25f593894ab4dba0f5ca0dcc37ab1e53

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=sha256:2236e05a74b737dd17e5dbb024ab8b87985356c49eab9f49d97b7244cb5fd70e

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=sha256:2355bcb7631aaa45af33cb2cc3122527e39e423ea16844bd8ffe5554ea21e154

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

Resolution
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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=sha256:5d78d2d9611fb7e150e1ffcab98657c8aec3c4aaf9db066455c298fd4a48a070

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

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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:d14e0c8daf32f51b39ab29ac2144bcc172f84653b18b471c2fc7dd2692cd8c64

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.236867Z digest=sha256:b12c8e5e4df43e0442b956dd970aa8bbda6f770efecd255f1cf5f14d61558905

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.104820Z digest=sha256:4ed7189a2809b680865f0d751268733e26aa0b680a7dc68653af13448952a276

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.435569Z digest=sha256:d248fd1b170a87f58bd313720312f25b31029ed3124cc77dd9c4ed7c82f17240

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.320121Z digest=sha256:7a4188db463773dd29fb598a9e6f0e74969a3df0f3a68d0c73b32667e52590f6

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

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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=sha256:6782f4c0d8dc58b5e011dcf4abe62fed858de63b7925235c6aca52ade271dd04

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

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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=sha256:91ae4af59ba215d8b3d83d8599b3e6fec077ea25a6536df57196e1950ce31639

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.896211Z digest=sha256:a02255465b47f6c725631d50bb6125a6e4379583255614499e73658e06059f7d

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=sha256:8105fa3c9a5ae64ccd3405a5dc89fd4c4ff720157e67492e0361de00b90bb36a

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.906614Z digest=sha256:7b3563ea7e099eb8d12bad9357c06a6cee1321048d201bdc79b03ef1a5654c05

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.900130Z digest=sha256:de7e87f7441bb161a2b5c5c16b4ddacdf821e354b4a6ebffac0f4ccd3004eb79

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.945362Z digest=sha256:4154e556833b40a485dc1d5c10d79f6f76af47f294024bd4120dadf66e116b80

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

Resolution
unresolved
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.926998Z digest=sha256:d2fd881814461dd06a19e75c8be2a3b6e6a930c576b37f4101167eb1e73e11d6

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.386518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.955326Z digest=sha256:34abb3b20aac3c1eecf25ee5ed2bae6101aaf49b5e47a4e3a115ffe8044bab83

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

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.949603Z digest=sha256:30f9e832791b1f31c13d3a8fdc254f1823b998cf0244ddb3ca88d00cf7d846f0

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.983497Z digest=sha256:d7c0dedd0d7886775fba2a956766088dfee80a4d6411e413d4f886acf54ec042

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

Resolution
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.971759Z digest=sha256:3e09e8d5777887448c35a32c8a7d26810ebcd80a58808bc8324c9cf52de683f0

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:05.991880Z digest=sha256:66277ed86c826f65b3724547a67cd1b8cc77a7558165881d5e6af07d29ae7d70

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:35:08.245162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.005780Z digest=sha256:874313349a1eb7f88953b6bc03fc85cf9a53b31b38917acaed133c5e810b76c6

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

Resolution
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:05.988781Z digest=sha256:1720cd4aefbe738407163d5232fe6afdcb680118759967a0d2dc07c9229bfb25

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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unresolved
raw_fallback, observed 2026-08-06T23:35:08.230058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.057837Z digest=sha256:095e6cf8db952b0408358df28b11e53a2c4f3311304fa9543493164c1859a5ab

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

Resolution
unresolved
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.105715Z digest=sha256:28176618784f90057a7c213f896399714a8ab0c87764f140c227185469e3f0f5

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:06.031857Z digest=sha256:316a650b8a3b3f6aa1910db81c4b7826f917d8764bc1c86c5f4687bd31da97be

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

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.174475Z digest=sha256:fa3011efb28be4b7e64c6739e22d9548ac276497a53622cf0f36ee0210aa8aa8

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-reported events for the cited work

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source=pdf_text observed=2026-08-06T23:35:06.178897Z digest=sha256:5f99f996ee631271dfd352b4dfdbcce7e2c0d6df93cd111083cab6e842f432c8

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
unresolved
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.132701Z digest=sha256:2780b0a2a7418f4e943443651c8af2ad9123ebcd3a597fc4323e887c6382bd84

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

Resolution
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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=sha256:6acbf31925696e463e2a03c12a5b95e82a4e7708dc9aaeb29bb2220ebd6fa9bd

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

Resolution
unresolved
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:ed2053c3c530e6d0abdc81554582b5dd34f1f84e396cea38b827b8ca49187abf

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

Resolution
unresolved
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:d607346f64d58604cf7b9855e564feffb753a22391f90ae083e114240db0e968

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
unresolved
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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.196569Z digest=sha256:42a54ae60d67dd1a407029da10a8a98371f6651a4da693ea23ad2c4cbe3394f7

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
unresolved
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:ef23e8d35da98030a51014d64516ef664bcab4da4c0fe53a596b5e27da35149d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:35:06.182493Z digest=sha256:3f471e08f643197ae4657ad4dfc8a03759ad56945c947d1a2d1a3ae947c7bac6

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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unresolved
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:e6b4ff1a582be17bcbadffd72038529e09e78d6bf3c8de48b58acc475604deb0

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

Resolution
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=sha256:3fbe2da031681f3eed95bf85c85b480858a6ad9dd39f555f19b76144b4ab3683

Pith citing papers

No inbound Pith citation observations are available.