Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:01:16.241015Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2506.03651.
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 2026-08-07T11:01:16.241015Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:13:50.699144Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
46 of 46 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation b0e06169-0a25-4eed-9c7b-3cf42a7e852d · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond AFL++: Combining Incremental Steps of Fuzzing Research,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 42d029d1-d2a1-4b50-b56d-a39a3bc632c2 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond LibAFL: A Framework to Build Modular and Reusable Fuzzers,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e9813a0e-7f4d-4d90-bd15-1e2e4f8835e0 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Google/syzkaller,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5fadf0d2-b5c1-4b0e-a9c4-4a73d2197606 · outbound
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ae161a0f-b32e-4eab-959e-559e5d04951b · outbound
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 70aaae29-14c7-4b60-b92a-c0cb241ddbbe · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond LineVul: A Transformer-based Line- Level Vulnerability Prediction,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ebb7797e-a53a-4421-bdc7-2bcb97d9d3c3 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60b68939-161f-4a51-b96f-fe745c375203 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond VulCNN: An image-inspired scalable vulnerability detection system,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efec5fa9-4d3a-4b0e-8ebe-38b4a1e6919d · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 60a7041e-0bbf-424e-915b-7f3ddaa03881 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Deep Learning based Vulnerability Detection: Are We There Yet?
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1f92e75-c0e9-410a-bdb5-ad9e91f81c60 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond VulDeePecker: A Deep Learning-Based System for Vulnerability Detection
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8b0d6c5-b2cb-44e7-a083-b632b8fa3840 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceecde58-3a91-46e1-b3a7-ed42636f735d · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee9ff090-6c19-4ea3-b43f-c0c948b16fbe · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation de853bb0-d741-42db-b6ed-2e4087e8aae2 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Agentless: Demystifying LLM-based Software Engineering Agents
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4f1c9de-b850-44b7-9fb2-c4ceaaf81f90 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d602f9b2-5727-45ab-af54-b1d4edaa3aeb · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond VulnLLMEval: A Framework for Evaluating Large Language Models in Software Vulnerability Detection and Patching
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02eeb383-6821-4f8e-bcc6-ecdbedb2a019 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Vulnerability Detection with Code Language Models: How Far Are We?
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19069f42-e98b-4e82-9d9b-095ac0e0c833 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51360553-e5fb-4062-9b05-de98435193e7 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5679dcec-47a5-491c-9129-a7ac90175f45 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Data Quality for Software Vulnerability Datasets
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e6d9b2c-cc07-4d95-b7d3-c4539d1e0c46 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Data Quality Issues in Vulnerability Detection Datasets
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dbb54676-6ba4-491c-9d7d-7aef47fad469 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 384a7b7c-91d9-4688-b226-817787262a74 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Interpreters for GNN-Based Vulnerability Detection: Are We There Yet?
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe00f8e1-c40c-426b-af2e-4323db587e0e · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 435dedd1-a075-47ec-9345-bae822957313 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond ReposVul: A Repository-Level High-Quality Vulnerability Dataset
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21e95ddd-79d2-4614-a2d7-78fa8e961633 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper),
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f568cc2-f631-4679-9160-6670d3fe1cb6 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4570462c-03d0-4678-8e54-932f5ed7b417 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Repository-Level Graph Representation Learning for Enhanced Secu- rity Patch Detection
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e09f3bfc-98fa-4836-85db-f1a9cc3244ef · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb161175-b071-4cf2-9d24-3a4c9ee5cbc7 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Why Does the Effective Context Length of LLMs Fall Short?
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c1475f7-617c-41a7-95f1-f36e466359ea · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond MegaVul: A C/C++ Vulnerability Dataset with Comprehensive Code Representation
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17d22cd1-bcbc-46d2-8328-77b36973293f · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond CVEfixes: Automated collection of vulnerabilities and their fixes from open-source software,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 87b488e5-2a64-45ef-b48b-029c095bc486 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Cross-domain vulnerability detection using graph embedding and domain adaptation,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5b536cd7-2183-4285-a76d-e6d0ca2c4941 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond How Far Have We Gone in Vulnerability Detection Using Large Language Models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2536ebcc-d6e1-4fc0-9957-e5258b87950c · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 42b224ce-a218-44d4-a8c5-ee5c725eb5e7 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond GPT-4 Technical Report
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ebef9416-3871-4eef-9aaf-d5909ec9f081 · outbound
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1485b2a9-cdb9-49e3-92b4-fa3b06d236a9 · outbound
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5c9c235b-605b-4c7d-9827-5c96e03c0717 · outbound
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c41b466e-135e-4f65-bd82-178d708baafc · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5769579-fb92-46ca-b619-a01d13bbaf77 · outbound
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 07d2aa03-c9af-4d6e-95d4-afdc7e721519 · outbound
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7448095c-bca3-4ae4-b9f4-5140b2d87a2a · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond CrossVul: A cross-language vulnerability dataset with commit data,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c574a6a7-81c3-41cb-8c99-e20c7b0e9b43 · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Tree-sitter/tree-sitter,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ad674124-3605-4628-a6af-b276731822df · outbound
Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Unresolved cited work
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 647428c3-a7d6-42c7-b273-560881bea80f · inbound
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.