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Paper Citation Record · LEDGER

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs

As of 19 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2505.08503.

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

pith.paper-citation-record.v1
2505.08503 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:55:52.560860Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0996bdb-50f3-41c5-a595-06079f403449 · outbound

This paper cites Deep learning based vulnerability detection: Are we there yet?.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Deep learning based vulnerability detection: Are we there yet?

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:55:52.484048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:55:52.484048Z digest=sha256:c1eb051cf562fa951f1cb639d5dde8ac1580b16286307609af34160e11d0301f

Observation d92bb538-722d-41d1-8b42-fe0227d78931 · outbound

This paper cites Data quality for software vulnerability datasets,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Data quality for software vulnerability datasets,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T21:55:52.489624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:55:52.489624Z digest=sha256:369946b69a2e2194b9326ec4cc828e3b22b5081cb554e15be6bb1cb11640b3f1

Observation 88e1b056-e43e-4c83-a60f-5a583a0d9710 · outbound

This paper cites A c/c++ code vulnerability dataset with code changes and cve summaries,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs A c/c++ code vulnerability dataset with code changes and cve summaries,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.792717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.494448Z digest=sha256:32438b214d9516678890d911ec660ffdae6042597fb0f3b03aea3d6842891092

Observation dd5fee71-6a0b-4c26-a0f3-84bc65fe9e5d · outbound

This paper cites Megavul: A c/c++ vulnerability dataset with comprehensive code representations,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Megavul: A c/c++ vulnerability dataset with comprehensive code representations,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.777022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.499668Z digest=sha256:b43e1a9fd04343c04e29e81e72d73d50750f71cdf9cdeb6a2cbb4e708d0cdfde

Observation 9901190b-7ae2-48aa-b4d7-85cad3ba2cb5 · outbound

This paper cites The secret life of software vulnerabilities: A large-scale empirical study,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs The secret life of software vulnerabilities: A large-scale empirical study,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.761892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.504561Z digest=sha256:6ff652f6d6ae4e9be041edff71ed5326f835ac15cd0677dfacb67c0fb95640f6

Observation 9786acee-4ac1-4e55-a659-65fc722b1412 · outbound

This paper cites A systematic survey of just-in-time software defect prediction,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs A systematic survey of just-in-time software defect prediction,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.745987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.510070Z digest=sha256:1210ac163236bea6e36f8b3b07e00083a53b5e20e7c9463d6ec3835c7f00a994

Observation 7d817769-2497-4e73-a2fe-1272478a82fd · outbound

This paper cites Flawfinder.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Flawfinder

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.730758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.515658Z digest=sha256:b79675d883d4fbf43872738d9e29b87e8b6976caed90a33ec5c1a6c059630e36

Observation c1f72ae8-fa74-4488-bc3f-31254ce7252c · outbound

This paper cites Cvefixes: automated collec- tion of vulnerabilities and their fixes from open-source software,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Cvefixes: automated collec- tion of vulnerabilities and their fixes from open-source software,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T21:55:52.520539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:55:52.520539Z digest=sha256:60ac3b678becc25e57ec6544896dd63239d3a11d71ce2c24087562f526a22cd6

Observation 677e1f69-7689-4d56-886b-fbb0f75b6887 · outbound

This paper cites An empirical study of deep learning models for vulnerability detection,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs An empirical study of deep learning models for vulnerability detection,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.706046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.525251Z digest=sha256:06b10e489e362e41caec36a03f186ef3cb2703bc21fdbb856769943ba923c21b

Observation 8f3a654f-4507-42c0-a756-7326f3edea10 · outbound

This paper cites Crossvul: a cross-language vulnerability dataset with commit data,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Crossvul: a cross-language vulnerability dataset with commit data,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.691157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.529644Z digest=sha256:43abcc179b7ccec54dfffcf913cd87e1b79952ea0c88c54379806ad1f1232109

Observation f2116cc0-9004-4a1e-8880-64b37a55664a · outbound

This paper cites Diversevul: A new vulnerable source code dataset for deep learning based vulnerability detection,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Diversevul: A new vulnerable source code dataset for deep learning based vulnerability detection,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.674724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.534489Z digest=sha256:4ea7925f34d1d554cedc86b98dfa4ade4839aac4b1d974de506809816303a53f

Observation 2648d450-4007-43ca-b7ec-6de6783ab4a0 · outbound

This paper cites Problems with szz and features: An empirical study of the state of practice of defect prediction data collection,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Problems with szz and features: An empirical study of the state of practice of defect prediction data collection,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.659264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.539921Z digest=sha256:773236794ac7847f958c849cac3fe93fa424685371542021908be69bccbb62c6

Observation 93402831-5d4d-4fbf-98bb-a6d8d4fe39b9 · outbound

This paper cites Report on the static analysis tool exposition (sate) iv,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Report on the static analysis tool exposition (sate) iv,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.644310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.545218Z digest=sha256:bbb340d6e2340bbfd3efce8b1eed6ed7f5119d440448557e11beb614f0f02c15

Observation 684a0bed-8eb9-4943-8619-643d8b917993 · outbound

This paper cites Nist software assurance reference dataset,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Nist software assurance reference dataset,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.629028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.550671Z digest=sha256:8ab484d520b1f17729e697f978f8a8cce7a1a222fd75e9fbf178f676765a86ed

Observation eec4fcd2-cca7-4727-a1a5-4d7354fdcd1a · outbound

This paper cites D2a: A dataset built for ai-based vulnerability detection methods using differential analysis,.

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs D2a: A dataset built for ai-based vulnerability detection methods using differential analysis,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:55:52.614142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T21:55:52.555783Z digest=sha256:7aa914e161ebf25ab72c6ce72a2aee3138147ea9bfe210580384174323196ca2

Observation 6b08633f-85a3-4eea-a99a-dd9b166ceaa6 · outbound

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

ICVul: A Well-labeled C/C++ Vulnerability Dataset with Comprehensive Metadata and VCCs Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T21:55:52.560860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:55:52.560860Z digest=sha256:bd608444a6a040174468b079aaeefabaea35b20d08e5bf0fd9a64d958a75665e

Pith citing papers

No inbound Pith citation observations are available.