Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:43:01.039703Z
Paper Citation Record · LEDGER
As of 8 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:43:01.039703Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T00:18:01.647091Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c7a52f1f-5ede-488b-9ca7-ac63855f6709 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 604dce7a-157f-45be-a94a-9e3ab574cfbb · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70a8a04f-b61e-4a0b-b138-f19be69a307d · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Otter: Generating Tests from Issues to Validate SWE Patches
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 665c6518-9699-472a-92a1-893568d45892 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents TDD-Bench Verified: Can LLMs Generate Tests for Issues Before They Get Resolved?
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a97e4cc2-ced1-4f93-b773-1508864db961 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 39abd1b1-dacf-4c9b-bf68-e2c375c8868b · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 612f8e73-da0c-4944-8cf6-d60d5e77a3ff · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2b7516e-9b71-4ea0-be98-c789f68739c7 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cc99f3c5-6590-4bba-806a-8e4643ea98f7 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c850f5e1-edbf-403d-813b-86fd5c5855d0 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Agentic Bug Reproduction for Effective Automated Program Repair at Google
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15982a43-48cd-4fce-9d5c-154cb1f7dd7f · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Vulnerability Detection with Code Language Models: How Far Are We?
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abf19be7-fd16-4859-9706-55d7746341a8 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba5ac874-28c9-43e0-9558-edff22a7be3a · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents LLM Agents can Autonomously Exploit One-day Vulnerabilities
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d801bde7-628a-4c06-bfb0-c73856424905 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18890d0f-dbc2-44be-b51b-f76a13813221 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1420341d-624e-4af7-9b10-eb506ce22f1d · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f2232a0f-46d1-4436-b14e-615b580347f0 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 66218cfd-551d-4873-a29e-0989be070ec4 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8300d43b-c10b-4990-a3a0-de7275238655 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97b79271-daca-4113-849f-b08fd9b3d3cb · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc2bcf25-4e9e-45da-949d-c8037f479343 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents ARVO: Atlas of Reproducible Vulnerabilities for Open-Source Software
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6b94bf2-fe30-40f9-b748-1a3fb4fb74e3 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 273775f8-ef22-4d1d-aeb6-b846b9cfef59 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a79e5f2c-0860-48ae-bdbf-8ea55269b471 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 343202ae-28e3-4070-a252-ed5d4e01802e · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation feb29507-3ef0-447d-b114-3eec8a74f311 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e331c592-053c-4810-98ee-6fa3e7b39a22 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents 2017.{OSS-Fuzz}-Google’s continuous fuzzing service for open source software
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c09f0324-fa74-44b2-aaa8-4b972347b5fc · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b30b9e6-2f7f-4d3c-b926-711f05f0bfa6 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1c2de5f-7ea7-4d2f-8de2-5eeef563a91e · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 886ce378-36db-49ad-a376-ceb678245e36 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8216e2d3-929c-4c68-9363-50cf3832215f · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a1041666-9cff-44fa-a561-bbd7d8173e30 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b15ba404-be2c-41cf-aa59-3078a5e3e28e · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8fa835e2-666e-4b34-b627-ebd4ee5cfe18 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f9dc6ef-ae42-4954-9738-72a13f4d6826 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Teams of LLM Agents can Exploit Zero-Day Vulnerabilities
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8155a2e5-aedb-46d4-8ade-36c3f3ba37a5 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3289fdde-03a9-4f6b-8fc4-260436dfa15b · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 536e953e-c959-4799-abb5-39555cea5e1c · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 743e762e-d069-4dc1-9bec-66920816b644 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3ebd4cd-f0c9-46e7-b6ec-aab4319d7369 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c034e48f-19a0-4788-8642-1789f172da33 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39bf6734-840e-4061-aec0-e56927da7553 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eeefcb14-6266-4bc8-9cab-2d8890518510 · outbound
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents simulate\
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 10080c14-f53b-4c50-bc24-5cf7e16a5dad · inbound
AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee54b129-0c15-4785-b32b-9adcd9378786 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb508041-e3c6-461e-9924-b4e0e5f8a208 · inbound
Program Analysis Guided LLM Agent for Proof-of-Concept Generation FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a5205bc0-f5e7-42db-8dde-2b75b9f83474 · inbound
AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2794b0d-74b8-42c6-be9d-94314783b2e5 · inbound
V2E: Validating Smart Contract Vulnerabilities through Profit-driven Exploit Generation and Execution FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c3d1028a-3921-4fd3-84fa-4a4ffbbd5eec · inbound
Agentic Vulnerability Reasoning on COTS Binaries FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4056395f-3b75-47ab-b244-1aad1a02890c · inbound
Agentic Vulnerability Reasoning on COTS Binaries FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cbfc9d0-91de-4ead-bf73-9f214422251c · inbound
SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks? FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5f986cd1-df99-4d0d-b9d3-14d0fac539bd · inbound
SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks? FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 2013
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8419b70-bd3f-43d8-9eb5-0e4ebd7cca0a · inbound
Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fd147f90-c3dd-4c34-be36-4a98edadfdcd · inbound
Neuro-Symbolic Proof-of-Vulnerability Generation with Open-Weight Models FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.