Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T05:55:25.661951Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2607.22076.
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 2026-08-01T05:55:25.661951Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5545d04b-6b99-409e-9122-15a8fc9f751f · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution What are cves? understanding common vul- nerabilities,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b329e87-7083-47ff-bb7f-a8b555479372 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution A large-scale empirical study of security patches,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d90f7aa8-e4a6-48da-8059-4a19b121093f · outbound
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d92aeed5-ea93-420c-bd17-dffd29899ed3 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Finding a needle in a haystack: Automated mining of silent vulnerability fixes,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c5e3ba5-cb77-4e20-b582-64e13e3e79c2 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution What lies beneath: an empirical study of silent vulnerability fixes in open-source software,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c4fcb81-2127-44ff-be30-76cdb5c2aa44 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Automatic patch- based exploit generation is possible: Techniques and implications,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c29e7c8b-fa0c-488d-b118-aa01d5f3c427 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Scaling javascript abstract interpretation to detect and exploit node. js taint-style vulnerability,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c3c1170-ea0c-4e63-ace4-cbe7e59bd07b · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Automated exploit generation for node. js packages,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb97fa2-df47-48eb-ba37-0e71cdfce107 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Nodemedic- fine: Automatic detection and exploit synthesis for node. js vulnerabili- ties
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3133b505-ff75-41bd-8b65-d55611a628fa · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Pocgen: Generating proof- of-concept exploits for vulnerabilities in npm packages,
Reference 10
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.
Observation e7c23847-5a17-4efc-b80b-c0f6bebb443b · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Code change intention, development artifact, and history vulnerability: Putting them together for vulnerability fix detection by llm,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf0ed59c-501e-4f9e-bdfd-c25ccc729eee · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Not every patch is an island: Llm-enhanced identification of multiple vulnerability patches,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 192f7fe1-2be6-4b35-b827-f148f70c9f4f · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution CVE List V5,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71ed3bc8-5e14-4185-a9ec-3004aa1e1ba3 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Large language models are human-level prompt engineers,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 717b93ee-c1df-4bc9-8a9d-bbdebf84b52f · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Promptbreeder: Self-referential self-improvement via prompt evolution,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b693bbbf-e0c2-4d84-a8d2-3aacd3725838 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Self-refine: Iter- ative refinement with self-feedback,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a637a3be-609f-4d71-90b4-b589687957d3 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Re- flexion: Language agents with verbal reinforcement learning,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3667c861-4ad8-4301-a22d-0c732c4a110a · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Automatic prompt optimization with “gradient descent
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cbce5d9-51f8-46b7-80c1-f86f61a4c649 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Critic: Large language models can self-correct with tool-interactive critiquing,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac921e53-8c4d-400a-affd-c7e8e8d2f5a4 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Large language models as optimizers,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66d66c19-a865-490d-9772-83be0f2ef6a5 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution GEPA: Reflective prompt evolution can outperform reinforcement learning,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7899ad22-9fc5-43f0-bb4d-a71b8ff8d5a5 · outbound
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca99861b-55d9-484e-b6f6-730db2246937 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution dirty-json Vulnerability: Prototype Pollution,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36caa297-e6a0-428a-82e8-cc988e67fafb · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution SSPCatcher: Learning to catch security patches,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b277036-8175-476d-ae4e-5136a417ac9f · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution VulCurator: A vulnerability-fixing commit detector,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38f6196f-4ab7-4a96-aea3-f12fe128e439 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution SPI: Automated identification of security patches via commits,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b139bb4f-c16c-40cf-95e5-20bb2fcf734f · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Semfuzz: Semantics-based automatic generation of proof-of-concept exploits,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49137a31-7ec6-4d55-8e55-33669351225b · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Exploiting library vulnerability via migration based automating test generation,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7885e386-a05b-4e6e-aa30-369edc0b0544 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Test mimicry to assess the exploitability of library vulnerabilities,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f11adeb-b05c-440d-beaa-1e73ae18d1c8 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution {APPATCH}: Automated adaptive prompting large language models for{Real-World} software vulnerability patching,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb2ee55f-d0eb-43d0-9dca-ddbe13e1f382 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Docter: Documentation-guided fuzzing for testing deep learning api functions,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9068e9f-fc5e-4b5b-9aea-7a03c0a7c2b5 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution {CarpetFuzz}: Automatic program option constraint extraction from documentation for fuzzing,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef61abc9-a0b2-4e52-a6e5-95cffc2e9c78 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Learning from the past: Real-world exploit migration for smart contract poc generation,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8e90817-bee4-4941-b914-aa2d3efa81f0 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Language models are few-shot learners,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe7ba958-eb62-4fc6-a8f7-77af26c43028 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution {ChainFuzz}: Exploiting upstream vulnerabilities in{Open-Source}supply chains,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7877b147-52c7-4a4c-b192-f4ec33aace32 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution {NA VEX}: Precise and scalable exploit generation for dynamic web applications,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c76db4e-24ca-4837-bd06-9e2aa69cd86d · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Revery: From proof-of-concept to exploitable,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 270df044-54e4-49e5-8272-15d4ae29fba9 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution 1dfuzz: Reproduce 1-day vulnerabilities with directed differ- ential fuzzing,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51671f6b-a192-47b3-8106-e2fcdee86469 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Bullseye: Detecting prototype pollution in npm packages with proof of concept exploits,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4935e060-8164-41eb-88a0-37a0705491f9 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Secbench. js: An executable security benchmark suite for server-side javascript,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 228a1dfe-f5b0-404c-9103-c285d3ff22d8 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Prompt engineering in llms for automated unit test generation: A large-scale study,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ade1adc2-7217-4d4f-9852-3dbb145879a9 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Large language model for vulnerability detection: Emerging results and future directions,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a02f0d6c-de5c-4923-86a9-0c84d74ab26e · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Examining zero-shot vulnerability repair with large language models,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3c15560-a20a-48ad-b45a-0176e0de413a · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Regular expression denial of service (ReDoS) in codemir- ror,
Reference 44
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Unavailable: canonical work link unavailable.
Observation 8edcbf94-2b3a-43b7-8902-b292f9e1d9a8 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Prototype Pollution in immer,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0196930-d8de-44d7-98c2-fc22ff20505d · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Just-in-time defect prediction on javascript projects: A replication study,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be717e5f-db91-4840-8be4-5ad4dc3b222a · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Jit-smart: A multi-task learning framework for just-in-time defect prediction and localization,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ec165c9-24a5-4ca3-9e22-f4f1a0cf4807 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Bridging expert knowledge with deep learning techniques for just-in-time defect prediction,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5eb3c1ad-e03d-4dc1-b248-98d989eb71a3 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution A large-scale empirical study of just-in-time quality assurance,
Reference 49
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Unavailable: canonical work link unavailable.
Observation 6c42e4a9-be34-4d7e-ace3-1941a9fa30ed · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution An empirical study of just-in-time defect prediction using cross-project models,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d61e3596-85fa-4775-9c88-b2a0c2e15c00 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Deep just-in-time defect prediction: how far are we?
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cc13c77-49a7-48ec-bdbf-1406c8e42811 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Cc2vec: Distributed representations of code changes,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e49c54d2-96b2-4391-9631-b8a469a6fda8 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Deepjit: an end-to-end deep learning framework for just-in-time defect prediction,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08ab6cdd-8b0d-4e19-85af-ea367b7b94c9 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Toward realistic evaluations of just-in-time vulnerability prediction,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32791004-5ba9-4f0d-bb01-49d672c06f7b · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Vccfinder: Finding potential vulnerabilities in open-source projects to assist code audits,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9b279da-29e8-48ed-8f2e-5eb9511b18bc · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Fine-grained commit-level vulnerability type prediction by cwe tree structure,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82bbdfc9-e345-4f31-8ad6-a0f79561f1b6 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Commit- level, neural vulnerability detection and assessment,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34bae5cf-b476-4157-af94-d29b1307051b · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Deepcva: automated commit-level vulnerability assessment with deep multi-task learning,
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03adf4a7-29c3-40a0-80db-b7e84a505478 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Testora: Using natural language intent to detect behavioral regressions,
Reference 59
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Unavailable: canonical work link unavailable.
Observation b837d5d4-073c-4bed-a608-b377c12cd17c · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Pareto prompt optimization,
Reference 60
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Unavailable: canonical work link unavailable.
Observation cff2c093-5477-4164-8fca-9589ba41d458 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Metagpt: Meta programming for a multi-agent collaborative framework,
Reference 61
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Unavailable: canonical work link unavailable.
Observation cdc04542-6869-487b-bf3f-8a1fdbd5eeea · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Reference 62
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Unavailable: canonical work link unavailable.
Observation f50f5754-f44c-452b-9a70-2edbb9f94831 · outbound
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.