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Paper Citation Record · LEDGER

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 12 inbound Pith citation observations for arXiv:2507.15241.

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

pith.paper-citation-record.v1
2507.15241 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:43:01.039703Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:18:01.647091Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7a52f1f-5ede-488b-9ca7-ac63855f6709 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.578278Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.875628Z digest=sha256:70d6790974348c1d935c1cb10dae8e8573be764d5896039fba6adb090f395fa1

Observation 604dce7a-157f-45be-a94a-9e3ab574cfbb · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.565703Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.880572Z digest=sha256:6a85f1512f836bd8806a52d4a16bbef4feb03a642c5e73d4525eda0afbd3eb6c

Observation 70a8a04f-b61e-4a0b-b138-f19be69a307d · outbound

This paper cites Otter: Generating Tests from Issues to Validate SWE Patches.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Otter: Generating Tests from Issues to Validate SWE Patches

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.884293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.884293Z digest=sha256:e9953b6244c0d131247e41e3a2afbaa1c9a8aec037e28a7e21cc28d93b6bc74c

Observation 665c6518-9699-472a-92a1-893568d45892 · outbound

This paper cites TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved?.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved?

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.888334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.888334Z digest=sha256:5e395f7266c915556017c7de58d434a43a666af6ba96e158ced8413722096326

Observation a97e4cc2-ced1-4f93-b773-1508864db961 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.552986Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.892200Z digest=sha256:73a67bec35c92d0bc0d3d420e25d57bea0425e250164f8f08a8a6a117e6d9e54

Observation 39abd1b1-dacf-4c9b-bf68-e2c375c8868b · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.540518Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.895930Z digest=sha256:eda6dd6403c030f4b61e21b787c9b9f492118e0623f50a25d56c69bdfcd0a0af

Observation 612f8e73-da0c-4944-8cf6-d60d5e77a3ff · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.899581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.899581Z digest=sha256:97fe0a4f49c74f0845e37bdb484e37be6ed49c47cc30f5a6765f73ff98ae184b

Observation f2b7516e-9b71-4ea0-be98-c789f68739c7 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.520489Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.903007Z digest=sha256:e875a39957fe7906a337f22538266bd21096ef504a116153f5525d8136a8be7b

Observation cc99f3c5-6590-4bba-806a-8e4643ea98f7 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.508534Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.907047Z digest=sha256:4c25c8c7578751952e8d1c8a1a98d1fdd0bf61653719e443edca43a899bb0c59

Observation c850f5e1-edbf-403d-813b-86fd5c5855d0 · outbound

This paper cites Agentic Bug Reproduction for Effective Automated Program Repair at Google.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Agentic Bug Reproduction for Effective Automated Program Repair at Google

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.910820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.910820Z digest=sha256:a4b0d4a65c36b260f9b24cc121f1c81c4649cd002ab29d8157ca6612b386d592

Observation 15982a43-48cd-4fce-9d5c-154cb1f7dd7f · outbound

This paper cites Vulnerability Detection with Code Language Models: How Far Are We?.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Vulnerability Detection with Code Language Models: How Far Are We?

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.915141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.915141Z digest=sha256:2f41907d06c7d562e0e99bef8b8db4158859f5f522595ba7dd80dedd1b4d414f

Observation abf19be7-fd16-4859-9706-55d7746341a8 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.919312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.919312Z digest=sha256:5341bd252cd3a4647c866d865b57c8280d4bda158596505681356896d38091ed

Observation ba5ac874-28c9-43e0-9558-edff22a7be3a · outbound

This paper cites LLM Agents can Autonomously Exploit One-day Vulnerabilities.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents LLM Agents can Autonomously Exploit One-day Vulnerabilities

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.923202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.923202Z digest=sha256:ea2259251e7d31c589a59aa3e57af99b572b42a11509d34f4c92a130d9af8186

Observation d801bde7-628a-4c06-bfb0-c73856424905 · outbound

This paper cites A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.927211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.927211Z digest=sha256:fb9f8e142deedfcd296e48bd07d121f48aff5c072a28f0d3ccdce7a581f60540

Observation 18890d0f-dbc2-44be-b51b-f76a13813221 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.931106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.931106Z digest=sha256:416a728d37bfbed45d6cf2d0a3c707844d534498be603c4b4e754516d8007f44

Observation 1420341d-624e-4af7-9b10-eb506ce22f1d · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.478864Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.934388Z digest=sha256:9e64b854bff758c52abaabab7c5cda2b9df307853b9749f76185fc0330402b07

Observation f2232a0f-46d1-4436-b14e-615b580347f0 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.466687Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.937783Z digest=sha256:0a8e7f25681e593c65fca33cb6d408b9226645995e6680f9099de25ea5aa71ec

Observation 66218cfd-551d-4873-a29e-0989be070ec4 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.941368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.941368Z digest=sha256:2caac053953b187144b52f6665a8dc7af27f62ae1d60da9662c3f4617a0f0de6

Observation 8300d43b-c10b-4990-a3a0-de7275238655 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.944988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.944988Z digest=sha256:7ca682f8d5ddb6f723384ef94e96f32128a4a781c6d437b7d34db90f8094addc

Observation 97b79271-daca-4113-849f-b08fd9b3d3cb · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.949056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.949056Z digest=sha256:0cf30c7f138f3c9ef66d4f809c9d06ab8728a47133d8911bc4b815fc55364dd3

Observation dc2bcf25-4e9e-45da-949d-c8037f479343 · outbound

This paper cites ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.952487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.952487Z digest=sha256:72efeba43967f3769806f31b17fa30d7cb3352cec086dfa4d82964175ffa180d

Observation c6b94bf2-fe30-40f9-b748-1a3fb4fb74e3 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.437442Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.956167Z digest=sha256:5d0e6f7fa1d6a6987dee676e9e45e58b192597e41f64f50c8add5dc2de7eb42c

Observation 273775f8-ef22-4d1d-aeb6-b846b9cfef59 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.424917Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.959528Z digest=sha256:70f9fe3846ea696807dd92faae9227d316e24e82f06325dba94e189761196454

Observation a79e5f2c-0860-48ae-bdbf-8ea55269b471 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.412377Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.962965Z digest=sha256:13aa79a13752bf4a31d87a48c7b7589396eda4a7c1c216b3769e641657052749

Observation 343202ae-28e3-4070-a252-ed5d4e01802e · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.400158Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.966822Z digest=sha256:7a9a3edfbe83b6c3587633b23de3882d03a61e7bc40ed749f6d045c0c7ac8979

Observation feb29507-3ef0-447d-b114-3eec8a74f311 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.970440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.970440Z digest=sha256:de6f0f2c2f215d4e7b2c45b08c113d5142efd36d9ad6e35a1943e5d3d3c6cdbe

Observation e331c592-053c-4810-98ee-6fa3e7b39a22 · outbound

This paper cites 2017.{OSS-Fuzz}-Google’s continuous fuzzing service for open source software.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents 2017.{OSS-Fuzz}-Google’s continuous fuzzing service for open source software

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:01.378909Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.974182Z digest=sha256:e1373fea86d9c52221fd8728b098e76d8fd1dc17b58b4190e00fd6c3d3934cec

Observation c09f0324-fa74-44b2-aaa8-4b972347b5fc · outbound

This paper cites PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.978746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.978746Z digest=sha256:814a3af5818605f83c804262fd02d39e37c6917f0ee24b9df481aabd9b2efd0d

Observation 5b30b9e6-2f7f-4d3c-b926-711f05f0bfa6 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:00.983027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:00.983027Z digest=sha256:5a6c1627bea218360a631733519ee1a22bb5e77a3484fa71ff76f0be9628ff12

Observation e1c2de5f-7ea7-4d2f-8de2-5eeef563a91e · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.355584Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.986597Z digest=sha256:bc4853b976ebaafd6b451b945f1d86676bf27cb5580e3f32be921c32c4703053

Observation 886ce378-36db-49ad-a376-ceb678245e36 · outbound

This paper cites Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:01.343140Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.990106Z digest=sha256:8adb28c41bce559e6d1edccdc5cd65813fba4478691f60f5906686dc90054ec9

Observation 8216e2d3-929c-4c68-9363-50cf3832215f · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.329875Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.994133Z digest=sha256:1289470d3ffc61ab253ca614d87ded82f404f4c2330a359cebb7b2be2afc606f

Observation a1041666-9cff-44fa-a561-bbd7d8173e30 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.316384Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:00.997893Z digest=sha256:c246275f059e7f7a61d419be611e839fd88972354e2f3327f4845700a6055f25

Observation b15ba404-be2c-41cf-aa59-3078a5e3e28e · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.303262Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:01.001507Z digest=sha256:d556be297e7321f8c83a4d525c5954e41f4b14b624d6a7d84da7747dce4bc419

Observation 8fa835e2-666e-4b34-b627-ebd4ee5cfe18 · outbound

This paper cites CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.005369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.005369Z digest=sha256:a37b0537a50c607ae065415decfc1bf8cc5bb78b896f73dc46bf4cec545170dd

Observation 1f9dc6ef-ae42-4954-9738-72a13f4d6826 · outbound

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

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.009751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.009751Z digest=sha256:3a4cb1f4b64128d91fa661ab69b2de03533dab0b0f515fbe1fa2440da987be75

Observation 8155a2e5-aedb-46d4-8ade-36c3f3ba37a5 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.013521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.013521Z digest=sha256:0833b20bf227819a6c898b4df088a47aa57ca86826c096ebcacadfcdfb6a3bf8

Observation 3289fdde-03a9-4f6b-8fc4-260436dfa15b · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.017338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.017338Z digest=sha256:21a518f991b17311c20d786dfb444a9637d5c0536e3b75312244042803fe34d5

Observation 536e953e-c959-4799-abb5-39555cea5e1c · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:01.273290Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:01.020984Z digest=sha256:3521ba7dd0c76f54643495c04248df978b25ba121fbee41c4099c0b0b702dad6

Observation 743e762e-d069-4dc1-9bec-66920816b644 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.024548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.024548Z digest=sha256:7555a1014e8288926ae20f5f607fdc695421a049755d79493891bb6983b7bbc8

Observation d3ebd4cd-f0c9-46e7-b6ec-aab4319d7369 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.028458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.028458Z digest=sha256:992e4f634ebdcbb5c15740a87ecbedb0f9be9d02ae880977edb62c20dd644705

Observation c034e48f-19a0-4788-8642-1789f172da33 · outbound

This paper cites an unresolved cited work.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:01.032056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:01.032056Z digest=sha256:b4990558013bfa36737485a40e232e4bfedd8a1bc047a0987b49c84f9492c344

Observation 39bf6734-840e-4061-aec0-e56927da7553 · outbound

This paper cites flow" through the program. The flow should take the form of a sequence of program points, each in the following format: {.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents flow" through the program. The flow should take the form of a sequence of program points, each in the following format: {

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:01.235806Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:01.035504Z digest=sha256:deb9d1b121742dc34bd8c4db33161a2a55a797fc9d82494f862ecb7b0b0d0ff9

Observation eeefcb14-6266-4bc8-9cab-2d8890518510 · outbound

This paper cites simulate\.

FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents simulate\

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:01.222619Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T15:43:01.039703Z digest=sha256:3c598756c95cbc294a8650ef86f0891c60b681ae9f1a67515a029e6aec9b5cfd

Pith citing papers

Observation 10080c14-f53b-4c50-bc24-5cf7e16a5dad · inbound

AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports cites this paper.

AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T23:18:01.221248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:18:01.221248Z digest=sha256:169ba37fc2db89e690bddda935eb1cb52853e93dc3eccc6195211131633a1c5b

Observation ee54b129-0c15-4785-b32b-9adcd9378786 · inbound

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection cites this paper.

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-10T19:05:44.988013Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T19:03:11.074339Z digest=sha256:2e7b02132b6e9b862fcdfce4d2c517dca705f3e349405ff192dc2878576ebd23

Observation eb508041-e3c6-461e-9924-b4e0e5f8a208 · inbound

Program Analysis Guided LLM Agent for Proof-of-Concept Generation cites this paper.

Program Analysis Guided LLM Agent for Proof-of-Concept Generation FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:36:00.121626Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T17:05:01.812948Z digest=sha256:18db504aba5e080abc1206c04f9b228253c52e243bdb0e35bb5b513ca5901f8f

Observation a5205bc0-f5e7-42db-8dde-2b75b9f83474 · inbound

AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection cites this paper.

AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:31:02.081356Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T16:00:10.503364Z digest=sha256:ecdb937eb7e865921c6b06d28c1a73318813d73f33e69762f2567af8ed226385

Observation b2794b0d-74b8-42c6-be9d-94314783b2e5 · inbound

V2E: Validating Smart Contract Vulnerabilities through Profit-driven Exploit Generation and Execution cites this paper.

V2E: Validating Smart Contract Vulnerabilities through Profit-driven Exploit Generation and Execution FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:35:26.746397Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T13:25:30.427925Z digest=sha256:faab6774aa9d47a053e69ce1a6b19a67795e08d3abb74704b8cc6144400f4ab3

Observation c3d1028a-3921-4fd3-84fa-4a4ffbbd5eec · inbound

Agentic Vulnerability Reasoning on COTS Binaries cites this paper.

Agentic Vulnerability Reasoning on COTS Binaries FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:56:06.388867Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-08T16:56:40.135544Z digest=sha256:9ce3be5059fed5b0d385a7ed952732ea8a3653550eef8913dad71a8163ce3a0d

Observation 4056395f-3b75-47ab-b244-1aad1a02890c · inbound

Agentic Vulnerability Reasoning on COTS Binaries cites this paper.

Agentic Vulnerability Reasoning on COTS Binaries FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-02T14:49:42.842264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:49:42.842264Z digest=sha256:fd261dedaf08a7126e63153ef8ce1af786aa234f5670632ba1100a289f5abd63

Observation 0cbfc9d0-91de-4ead-bf73-9f214422251c · inbound

SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks? cites this paper.

SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks? FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T17:33:45.239677Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-29T17:29:36.006340Z digest=sha256:15aee223db128f7ca0dcb79ad37e23bec67139406a09f8521f5abcd9aa7c3a04

Observation 5f986cd1-df99-4d0d-b9d3-14d0fac539bd · inbound

SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks? cites this paper.

SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks? FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-02T13:10:40.014171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:10:40.014171Z digest=sha256:0124ae644474d7ef1c7dad9e965ef454deabcbb109c55ecd8b9738f7daee45f4

Observation f68a00ee-bd8c-4d0c-a151-00376fbc189f · inbound

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents cites this paper.

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 89

Resolution
verified exact
arxiv_id, observed 2026-07-02T10:36:52.858209Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-28T04:58:10.803420Z digest=sha256:b5bd1bec9eabc556e35e16ac06b9b9555ccac576bf8fd3d0d877edbaa4136a4d

Observation c8419b70-bd3f-43d8-9eb5-0e4ebd7cca0a · inbound

Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair cites this paper.

Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T09:17:48.311683Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-07-03T09:08:56.862676Z digest=sha256:cf9ecc8278ead675f7760ad5505765840e40d2bbcdaad150a1ddab61088515a3

Observation fd147f90-c3dd-4c34-be36-4a98edadfdcd · inbound

Neuro-Symbolic Proof-of-Vulnerability Generation with Open-Weight Models cites this paper.

Neuro-Symbolic Proof-of-Vulnerability Generation with Open-Weight Models FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-08T00:18:01.647091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:18:01.647091Z digest=sha256:e097e7e3ef588ca33e7ba1fe4ac0802ebe51c1904e472b3393cd1b3f55c86123