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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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:abd58a6d3034509e86e4d8587ec90a93819518b9459f30c36b475c4a403370bc

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:eef1868d1f46fcf2ab2897b8715a952da58641dffdab4ffef841d8d37b938a60

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:a575b1fd65184ab1f7ca440474ae122a292b251fdfc305678a5688fada86a455

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:d69d7d6cc244d66176e510aa86d551ad137953a943f3c77e54826d7c24716cad

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:ed80ac28895fe58399ae773fb4f70d1a6c83f708f0ba88bab01ba1b2e20acf22

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=sha256:50ef3c796d36fa60578f83b2d0da3060af4d53b2057660a70dd9aede311cac8b

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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source=pdf_text observed=2026-08-06T23:34:58.184386Z digest=sha256:72c7456b642c082f652120c361f09253c13cdd1c57b2e0f995f158042d2c1804

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=sha256:94e163861fb715007e05029185343ed39e1da9d82824c076dc5b3d400dddf186

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:c4628edcde97ced2b1e85886f7ad2a8489661187cc8f1989e7ecf8c7f3ed9671

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:c9d1e9377629bbe3ba24631a958fcd6c3d19047f884674827e3c88795875d307

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=sha256:41677c844091556152ab90453dbf24382e41571ced03c9e757a55a2e5c402bff

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=sha256:3e1829bf0603e04530e31a8648e869c1cf9500660128aff5482d5b8ff35baf17

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=sha256:7b7fa7fbf6d8ba96319bb7d87ef272cbe005722240f48ef1783fa55eecbba404

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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source=pdf_text observed=2026-08-06T23:34:59.114155Z digest=sha256:a48232e1f7ffc535305c0f8524209cdaa02a465574ae40837af90a2b2f281b75

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:b81b351a7493882b6118303c8c2946e251e0e596e893e6d150b3a17695114745

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=sha256:714a8f7dc18622dc8c8df34540af554460e44ffcbac9e256734616919e18c1d4

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=sha256:8a4034312692af9a8561a776d71dd08fc3b954099c039ebc8d1e6c97f7a58023

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:34:59.729431Z digest=sha256:29dfec4c52c69bcbde37a0af1cb8234dea64e4b6038136aa244082ec07e9d8fb

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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

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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

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

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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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:00.491515Z digest=sha256:4d06eca4656ee18501fe2ac94cbfae71831b7ac1259673bff4511ecb7ca15ca7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:00.653650Z digest=sha256:d1fe1e792fdb4ac0b6d0e8b7261801ff43d002f0a961ebc80a4a0c1ca1a47974

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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verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:00.761007Z digest=sha256:7eed5014be91a222941df261758ce345b1c9718c25e0acdcec7e35db92ed0a33

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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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 2026-08-07T06:34:17.273281+00:00.

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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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:01.033315Z digest=sha256:0a37e9fa92926b0b1bffc3ce34cafef7474a2782442b0384b40764c33687ea7c

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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:01.231335Z digest=sha256:cd9bf8f0dd213dff4d67371b313ee2975aaa0e3597f2e48b573b4b44ac4d5e23

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:01.325726Z digest=sha256:1305ca396e1b01f468143674e69b06d17c1de3b06ca8a047541b0c22e3debcfc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:01.437033Z digest=sha256:215f54750a9db3108215b0184f4629b2c2e26c2a9ec6785c9adfa354256b975b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:01.552239Z digest=sha256:484f87a5d99f8f4eede33c8d191789b9c15881ea54ec087071c2539c1cb79309

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=sha256:8fc02c6fd518bc98614574ba2fc009d11a8c067b1346563a54dbd560e8377f89

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:01.764451Z digest=sha256:8e81ae0555c535ada0a9a364b7449455be49e01be438754f6d3ae512a412db0e

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:35:01.878295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:35:01.878295Z digest=sha256:3ce960e2af47fcb70d8bdee968451ac9b8e3b0daa423c2636587081795d54af6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.008375Z digest=sha256:85088d4ba6f6a709bd93a990e6c2d363ed50b7714b3c36774e1a293008d729c6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.138798Z digest=sha256:c68e9bb2d43eeded23628cf58a60fbf4f33a708cdc3b70a5f1915fc538bf5375

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.325227Z digest=sha256:3525c55e2b11ed4c861261e20dcbd7d3a8f4e590c52432f4131cb4a0317547a7

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
unresolved
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:ad40289e97613f53194d903e10d8ef09eca46e63b27e1fcdff28db4f2ee35af7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.488945Z digest=sha256:7ad4fb83a00fdad1a4d1201f77db4551b867a798e9ab72ad2be20124278369e6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.559690Z digest=sha256:d3810a8d852e68ec34e58d89f61e6f3fb1a68be23de1957e7f00fa0462f21059

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.650297Z digest=sha256:06a91583c2426e9050743ca487a127d237da86e042d6aa00e5833f3b2bdf8888

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=sha256:2046e0b561ab946f630d88c9e74c4fa19682b88a70c13c14dd6ec92dfc2f94a1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:02.909045Z digest=sha256:e9db8abb88e273cceb8e466c485898d5aa45195d544e27632ed0f7a494ee26b3

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

Resolution
unresolved
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=sha256:5c2cc8076a161d7cea9a5ffcde32013dfbb1216cbf009750644c86dffb9f7931

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:03.105682Z digest=sha256:8b0c947fd0d72e941e2b8a5a10cd10e3d7c8ee79667e6c0b1060dc505b86e2e6

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:bf0e92fc46a209c7d5eea35345309ecbf6591f11c46a8a2f257d11b7121117d0

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
unresolved
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=sha256:4f932e2ff350fb8030b0ecb4dab25718acd5b6fb35f653890ee86e3063907556

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:03.634822Z digest=sha256:8a024cc18fe9df9b6e1e1286f1899c9912dbc261cdd725781c4d526a95079b49

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=sha256:3c573cdeb7b9e20f3cf5b6f6d4af567e9630480778ab28796322aa09c7421e37

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:03.833812Z digest=sha256:fdc06587805ec938a8bfa0cb369827ac7eeb698b2055106db842855654beef87

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:04.017101Z digest=sha256:af9c3c24f3915a8b380cf92268aedae24ea7486b189177d39dd14ae8298dc327

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:d955f285660a4a40dac97eb1b87f3c75805cce8751d8913ade56db1b719d965c

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
unresolved
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=sha256:872633c1d5f29c632f6216a3036fdf4b5a0b61ec426af28ad29e4465edcd003f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:04.282967Z digest=sha256:bfe82c68bd5f1a622891b4fcafc8f175be4a7fc7339a0664ecd5a066488c630e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:04.420784Z digest=sha256:bcc6944fd3bfd6c38bd3c67a2bc5566560a2232a3c136c0bc7fcfdaeb35c4ada

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:fb2c81fce300b30ca7f3706db84d38ef386a5d96f400b5b11b336da08eacb849

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=sha256:2674b37161bcdc68c86cb718311e2dd9790b060b1ce0c087395950e635cc999b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:04.734768Z digest=sha256:7b55d29a92c18748aaf1e4e0c5c6619f479e090d92588d60f148960bb0bb9f34

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
unresolved
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=sha256:5126241bd87ea270709675836953b5e830e081859ad20d0b1afec319394edc86

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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unresolved
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=sha256:30da2d118ac9f57ae3e74b88f9b6d15e281c3934d95d42d505a33f269427721b

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
unresolved
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=sha256:9f69f963a3952823c0a8c2c3c1cc5a810f9a33dab8857d2d11f9651b79bd1386

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:b2124383e0707e875281189817a443723527cc06fe5964c9adccc16bfb5e1f09

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.236867Z digest=sha256:23cfe8a5b448a04be381c60f3947b38e2dfa25ffa77e566d71b81d0c2c36afe5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.104820Z digest=sha256:38b8dfc3f3bee90298ae6d095e75bb3ffed50bf2217e41ef68caa84f8870275e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.435569Z digest=sha256:f533958bc18c02b3f7fc2af77d5fc28f64ce6c73999f59019e5bd475d6760cef

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.320121Z digest=sha256:acb69911fee6092fdf47d24c9c0653f761312ff18fca2b272784dfe5c6c288b9

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=sha256:24239ec0c3bb572f1a37e03a5cea3d16bda9fd0452e39f6cd2a20015ef7cd4ec

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:a6233f57801cbc8aaab69d459d5c367ca751be56d3b7a12a63e80a82bdbc6dd7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.896211Z digest=sha256:4e3aabd1be68e5817ce71f95f0acc92d9af910f771776bc37596749d98b81676

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

Resolution
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:f82919b5a9f8414de69ba99feadb504e71bcbc9bddd1571d603d1761bd259610

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=pdf_text observed=2026-08-06T23:35:05.906614Z digest=sha256:b5586d5ed665a68740c77dc75a8faf4676717385fb9d2827942e5193eef0874c

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.900130Z digest=sha256:a0c00b42507ac69f91925d6354df830ba9b0ac3858d70244e7eb58abb262b83c

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

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source=pdf_text observed=2026-08-06T23:35:05.945362Z digest=sha256:50714eb95c47380e7a0b26866d28f1972098ab80b393e0597d08e95829ee1c8b

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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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.926998Z digest=sha256:cd5049315d4831d0ceb62949055b2f0ad7eda2c5ce40665f5691b7971b797c1e

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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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.955326Z digest=sha256:76ac34be81818a58282a5477e6fdc70c577ccb71399331dfa71063bb5d2563a8

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
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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.949603Z digest=sha256:3d97753024ef5355c4795413b659f30f0a5593c7e7cdd71e8059bc88070d0529

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:e42e19434e893d972394010d19841d9c10e9b8480b18033a018a88d64bad55d1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.971759Z digest=sha256:828bfd56f4592c6a76e03867ebccd0bfa4d330a45da7ca4f70101583f9a9a560

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:bcf2ad0eb4c7da637de5f207ed3e25861cae7f258d39af1e3fbfb28fd1bbdec3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:06.005780Z digest=sha256:0477e6bca5359e6c201202a8fb8f197345cdc83203ddb80d1c0d225cd003f913

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:05.988781Z digest=sha256:611e09e3ce2c4aff65f21929c45f241bf97a38974f2fe215a539579d3436f479

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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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T23:35:06.057837Z digest=sha256:3e859cf2fe9cf7db125ee63e78f9a0fbc646641ab58423e6414377641592167a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:06.105715Z digest=sha256:7700b7f2ba3360e1257a4a4f7ad12f7ce8977ae6911672e791dc6a4ed2f6f7a3

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=sha256:77534085634aeccf8cb2b0090ef17691bda57a5c3d3c0a114ee1346d55c75587

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:06.174475Z digest=sha256:2278976191bf2477c8c6357deffa9475744a3d92a77d672f73658b1b1aff9658

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=sha256:900c953cb4608d27081e3b88a50a8a4ffc45d73d6d2d601b99c1e4356626d531

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:06.132701Z digest=sha256:0dcaad515a2efee3129b55443e96985f3f958b7b6f4cceab9221c93dde0dc121

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:e81bbc48bbfe7e96fcbdd59c69dc6f9c1bd5bad7d5b74569c06036bff8557086

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=sha256:0e80b929493d751c2c9279c123aca7676f2a567f7d7b90646f51b0021db5e673

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=sha256:0d7f4ae5023792ed949db00b98401c2b60b04dec075089f6b6fa51527fa06bd3

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:06.196569Z digest=sha256:077364c783f83ae95e01172ced26e6771009e3513895eda1a4307fea700ee624

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=sha256:37ea3d0a302a59c77063b1e1f327cf8543cbf4f64b9b5a01daeadd27c14151d8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T23:35:06.182493Z digest=sha256:7a7134528f8bd17ffe4d8a148f5908e04b898d00e53a45862d20da443d1f2321

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=sha256:0b0465b51b49dad484b6a34831f0aa10b588624a09b44c8bef144397cc2d66a0

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=sha256:199423630948cc8a77dc2d0518433f6208a945d95736cc90d340710070968124

Pith citing papers

No inbound Pith citation observations are available.