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Paper Citation Record · LEDGER

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond

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.

pith.paper-citation-record.v1
2506.03651 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:01:16.241015Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:13:50.699144Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact3
  • verified fuzzy17
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b0e06169-0a25-4eed-9c7b-3cf42a7e852d · outbound

This paper cites AFL++: Combining Incremental Steps of Fuzzing Research,.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond AFL++: Combining Incremental Steps of Fuzzing Research,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.419776Z

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.

source=pdf_text observed=2026-08-07T11:01:16.035147Z digest=sha256:473a1b140247002d088f1c2a87df3baad7c5907fff276a5f266fee1f2ff22317

Observation 42d029d1-d2a1-4b50-b56d-a39a3bc632c2 · outbound

This paper cites LibAFL: A Framework to Build Modular and Reusable Fuzzers,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.405210Z

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.

source=pdf_text observed=2026-08-07T11:01:16.040435Z digest=sha256:01097060b743abc941fd85e2bf2c4b46ecdae4af9dbf1334afc9e7809fc070e9

Observation e9813a0e-7f4d-4d90-bd15-1e2e4f8835e0 · outbound

This paper cites Google/syzkaller,.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Google/syzkaller,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.391527Z

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.

source=pdf_text observed=2026-08-07T11:01:16.045244Z digest=sha256:e5b98cea778449e489fd42f78ffee961885ebdd6137368019f685c33f5debb4a

Observation 5fadf0d2-b5c1-4b0e-a9c4-4a73d2197606 · outbound

This paper cites OSS-Fuzz.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond OSS-Fuzz

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.377533Z

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.

source=pdf_text observed=2026-08-07T11:01:16.050366Z digest=sha256:366bb09e6ea8ed2b12b3ba453eac60c67338b37a2b4e119efcdae17bb0713be6

Observation ae161a0f-b32e-4eab-959e-559e5d04951b · outbound

This paper cites [Online].

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond [Online]

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.363114Z

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.

source=pdf_text observed=2026-08-07T11:01:16.054878Z digest=sha256:65d5881ce50540eb5b4cf0884dd46c1601cbe4aec69e3a5294bb272a7d5f6e9b

Observation 70aaae29-14c7-4b60-b92a-c0cb241ddbbe · outbound

This paper cites LineVul: A Transformer-based Line- Level Vulnerability Prediction,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.349186Z

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.

source=pdf_text observed=2026-08-07T11:01:16.059743Z digest=sha256:04db5ad4e2e0174166cec23df3b396eb523067aedd9950e71755b2507bca908b

Observation ebb7797e-a53a-4421-bdc7-2bcb97d9d3c3 · outbound

This paper cites VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.064587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.064587Z digest=sha256:1c1585185239b1e610286571542ffc55c9f0e8dab740bc34007e2603f5ff2698

Observation 60b68939-161f-4a51-b96f-fe745c375203 · outbound

This paper cites VulCNN: An image-inspired scalable vulnerability detection system,.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.069906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.069906Z digest=sha256:ad2abaa8e91549ef97324150d588ed222cf16ea2d2c5cd55bc352828d3d25207

Observation efec5fa9-4d3a-4b0e-8ebe-38b4a1e6919d · outbound

This paper cites Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.334998Z

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.

source=pdf_text observed=2026-08-07T11:01:16.074261Z digest=sha256:9678e8943de3a2450de85980c4fd58413ce1f92b131d4df2c2d3a6df7320fc6a

Observation 60a7041e-0bbf-424e-915b-7f3ddaa03881 · outbound

This paper cites Deep Learning based Vulnerability Detection: Are We There Yet?.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.079024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.079024Z digest=sha256:802f483b7ec2cf98cbc59851c889182b2944ea47526ff8452491c14efcdd9944

Observation d1f92e75-c0e9-410a-bdb5-ad9e91f81c60 · outbound

This paper cites VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.083815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.083815Z digest=sha256:a3e61a94e45f40b7fede01524eefa6227cb884750b42da3ef4e7bfe1eee78830

Observation f8b0d6c5-b2cb-44e7-a083-b632b8fa3840 · outbound

This paper cites A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries,.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.088663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.088663Z digest=sha256:e8a8e19804f62a09f1b85a547ba42893074489a184cffc56b9d0507368623248

Observation ceecde58-3a91-46e1-b3a7-ed42636f735d · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.093016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.093016Z digest=sha256:a8c6e75b2c2779d7808dd336c0e75593f0f62f2c723189c1a5281190e07bc2ff

Observation ee9ff090-6c19-4ea3-b43f-c0c948b16fbe · outbound

This paper cites an unresolved cited work.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:01:17.320277Z

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.

source=pdf_text observed=2026-08-07T11:01:16.097189Z digest=sha256:bf984e7024b2edfc5dc6b532e417aa5229a42ecb4e060fcd087c9bb2a57c81f4

Observation de853bb0-d741-42db-b6ed-2e4087e8aae2 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Agentless: Demystifying LLM-based Software Engineering Agents

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.101447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.101447Z digest=sha256:ad6f5db7fa9921813c4c13a185daa99f05e16b8d30ad8e88a44ce57105f0339b

Observation a4f1c9de-b850-44b7-9fb2-c4ceaaf81f90 · outbound

This paper cites LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.105652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.105652Z digest=sha256:6b77d4b92d38f9d3061c9648a4b6097ae962d781265b4cbf2e9bae37b2b06590

Observation d602f9b2-5727-45ab-af54-b1d4edaa3aeb · outbound

This paper cites VulnLLMEval: A Framework for Evaluating Large Language Models in Software Vulnerability Detection and Patching.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.109869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.109869Z digest=sha256:fdb6ccac23d92ac5fb26420b9ac979f8d63227b8f506245810b99fe716f021da

Observation 02eeb383-6821-4f8e-bcc6-ecdbedb2a019 · outbound

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

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.114234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.114234Z digest=sha256:6b41a68b141b0d028b1d57af7c8423ecd7baae7c17e60b13ab5675fb513a3f4d

Observation 19069f42-e98b-4e82-9d9b-095ac0e0c833 · outbound

This paper cites VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.118464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.118464Z digest=sha256:414c48d7646d080b002980d8d8a3bf1c96688077e32047a80f208dba05c51a65

Observation 51360553-e5fb-4062-9b05-de98435193e7 · outbound

This paper cites Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.122549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.122549Z digest=sha256:9497d867ccd1a1d52c655e5b2bbc372761566f0de3f13dc8a6c7bf3808c72079

Observation 5679dcec-47a5-491c-9129-a7ac90175f45 · outbound

This paper cites Data Quality for Software Vulnerability Datasets.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Data Quality for Software Vulnerability Datasets

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.126896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.126896Z digest=sha256:f7fbdbd81e5c6f8b5f5e1e790959c610f36e2444dabda5ce7a3aeb612d4956c1

Observation 3e6d9b2c-cc07-4d95-b7d3-c4539d1e0c46 · outbound

This paper cites Data Quality Issues in Vulnerability Detection Datasets.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Data Quality Issues in Vulnerability Detection Datasets

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:01:16.764369Z

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.

source=pdf_text observed=2026-08-07T11:01:16.131595Z digest=sha256:b3df610f5fa50627330e77e215b3aef12ead9b0a548370613ea351e7df4f3683

Observation dbb54676-6ba4-491c-9d7d-7aef47fad469 · outbound

This paper cites CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.136375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.136375Z digest=sha256:f405e4e7dfe52482fdf13871356a11e2fd54e7aa951f845c34bf666386154036

Observation 384a7b7c-91d9-4688-b226-817787262a74 · outbound

This paper cites Interpreters for GNN-Based Vulnerability Detection: Are We There Yet?.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.141074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.141074Z digest=sha256:da79f31c66fe51e3ddd0cb0b3ff064b060b9df5a4074fba6625707c9e0b01480

Observation fe00f8e1-c40c-426b-af2e-4323db587e0e · outbound

This paper cites Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.146260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.146260Z digest=sha256:25955fdbc5e0d24d8a74694becc3906497ac5344e4a07163539e0bc5e2792b63

Observation 435dedd1-a075-47ec-9345-bae822957313 · outbound

This paper cites ReposVul: A Repository-Level High-Quality Vulnerability Dataset.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.150821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.150821Z digest=sha256:47cacecdf8657ea289b852e2c82386c7a9b115c899cc044938388c5a8878294a

Observation 21e95ddd-79d2-4614-a2d7-78fa8e961633 · outbound

This paper cites Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper),.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.155897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.155897Z digest=sha256:6cfb8b43f361c214a9bdb155ee22487d76526a87058eec1fdd7e64df83d3eeca

Observation 5f568cc2-f631-4679-9160-6670d3fe1cb6 · outbound

This paper cites DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.160494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.160494Z digest=sha256:89404ecdc141bfc14072e42b4ce260de0fd8dcaa752559af156fa6e68fc20314

Observation 4570462c-03d0-4678-8e54-932f5ed7b417 · outbound

This paper cites Repository-Level Graph Representation Learning for Enhanced Secu- rity Patch Detection.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.305447Z

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.

source=pdf_text observed=2026-08-07T11:01:16.166066Z digest=sha256:73fdf66148644ab210e304dc04222d908077d9298243750d83da719235e2abe6

Observation e09f3bfc-98fa-4836-85db-f1a9cc3244ef · outbound

This paper cites Everything You Wanted to Know About LLM-based Vulnerability Detection But Were Afraid to Ask.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.170351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.170351Z digest=sha256:8093c91f7055f66abcf462fb877654e2300610d9c42295470608ff2a8c221c16

Observation eb161175-b071-4cf2-9d24-3a4c9ee5cbc7 · outbound

This paper cites Why Does the Effective Context Length of LLMs Fall Short?.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.174655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.174655Z digest=sha256:94180f81cffc99cd558a725f4c081d38135be07ea95dea9da85fbbad879ec2f4

Observation 7c1475f7-617c-41a7-95f1-f36e466359ea · outbound

This paper cites MegaVul: A C/C++ Vulnerability Dataset with Comprehensive Code Representation.

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

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:01:16.494326Z

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.

source=pdf_text observed=2026-08-07T11:01:16.178889Z digest=sha256:00fad018c335cfbe8ccaaa78494782885bd3ee58454e5c07cf9711b900fbcb3a

Observation 17d22cd1-bcbc-46d2-8328-77b36973293f · outbound

This paper cites CVEfixes: Automated collection of vulnerabilities and their fixes from open-source software,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.290631Z

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.

source=pdf_text observed=2026-08-07T11:01:16.183349Z digest=sha256:3a6b140a080886a9ad31a1c1a3e6b96373385273ab634fa9f3e11b50ade999ed

Observation 87b488e5-2a64-45ef-b48b-029c095bc486 · outbound

This paper cites Cross-domain vulnerability detection using graph embedding and domain adaptation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.276449Z

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.

source=pdf_text observed=2026-08-07T11:01:16.191985Z digest=sha256:d266af2b1237be8c659a313f74c30a5f2fa30a7c1cec8e33b0013a154c970e10

Observation 5b536cd7-2183-4285-a76d-e6d0ca2c4941 · outbound

This paper cites How Far Have We Gone in Vulnerability Detection Using Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.196105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.196105Z digest=sha256:2d1851e5a90df3be6ae8fec9f059e8af8416b78cc2dbdf4c90476906b070a024

Observation 2536ebcc-d6e1-4fc0-9957-e5258b87950c · outbound

This paper cites On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities.

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

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:01:16.380099Z

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.

source=pdf_text observed=2026-08-07T11:01:16.201119Z digest=sha256:3e6a301964f9f231156c13d361cdc066a7854be63d93702540cc7c7475192878

Observation 42b224ce-a218-44d4-a8c5-ee5c725eb5e7 · outbound

This paper cites GPT-4 Technical Report.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond GPT-4 Technical Report

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.261745Z

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.

source=pdf_text observed=2026-08-07T11:01:16.205984Z digest=sha256:9bf38d144aa637f3e409251f26054b88fc28f3cd0e8f1eca394f0ef690341c81

Observation ebef9416-3871-4eef-9aaf-d5909ec9f081 · outbound

This paper cites [Online].

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond [Online]

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.246224Z

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.

source=pdf_text observed=2026-08-07T11:01:16.210087Z digest=sha256:7662fa3577e26d6346b3a26621890e20ff84cd348317fa6d66d550fb34fe3fa1

Observation 1485b2a9-cdb9-49e3-92b4-fa3b06d236a9 · outbound

This paper cites [Online].

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond [Online]

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.229844Z

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.

source=pdf_text observed=2026-08-07T11:01:16.214341Z digest=sha256:475514a7bd24dc98d21404b77e0011ec4028869eaf73ec8e2c2767debd36f8d7

Observation 5c9c235b-605b-4c7d-9827-5c96e03c0717 · outbound

This paper cites [Online].

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond [Online]

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.203560Z

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.

source=pdf_text observed=2026-08-07T11:01:16.218486Z digest=sha256:931054aeeea064d09c6215ee3c26e54d5e79cda647ef715da96511964882909b

Observation c41b466e-135e-4f65-bd82-178d708baafc · outbound

This paper cites Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.222425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.222425Z digest=sha256:3d7822ec652f841996e35fa36a576a1300efe401c5498210b52a0cd07d220689

Observation b5769579-fb92-46ca-b619-a01d13bbaf77 · outbound

This paper cites [Online].

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond [Online]

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.158411Z

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.

source=pdf_text observed=2026-08-07T11:01:16.226877Z digest=sha256:759dad4bf0e070051bd908089fb4216f8aa1f286f55b484b96bb514797abb75e

Observation 07d2aa03-c9af-4d6e-95d4-afdc7e721519 · outbound

This paper cites [Online].

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond [Online]

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.136568Z

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.

source=pdf_text observed=2026-08-07T11:01:16.231482Z digest=sha256:7be4397f2b419eab53e4ff1327f07599bad4aa658dbe0908386adc335abb83f2

Observation 7448095c-bca3-4ae4-b9f4-5140b2d87a2a · outbound

This paper cites CrossVul: A cross-language vulnerability dataset with commit data,.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.235757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.235757Z digest=sha256:567be12d4fe44444907aa2672530420f86ee30198620e95a389a3f6715e97ee4

Observation c574a6a7-81c3-41cb-8c99-e20c7b0e9b43 · outbound

This paper cites Tree-sitter/tree-sitter,.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Tree-sitter/tree-sitter,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:01:17.121710Z

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.

source=pdf_text observed=2026-08-07T11:01:16.241015Z digest=sha256:e19f0f0540e0d210cffce8f1d8ac8d23ec3f8ea14c76842bcbf863ee2b790bbe

Observation ad674124-3605-4628-a6af-b276731822df · outbound

This paper cites an unresolved cited work.

Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond Unresolved cited work

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T11:01:16.187465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:01:16.187465Z digest=sha256:f54ce26979d25d2cf370c688137e929f5f38f525cd18956ba7ba78898cb5e151

Pith citing papers

Observation 647428c3-a7d6-42c7-b273-560881bea80f · inbound

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection cites this paper.

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

Resolution
verified exact
local_arxiv, observed 2026-08-02T05:18:42.059386Z

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.

source=pdf_text observed=2026-08-02T05:13:50.699144Z digest=sha256:666d204036b3393b9df79fccaee033ce40f2500dc36aeb79e64fde13dfa0777b