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Paper Citation Record · LEDGER

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection

As of 8 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2604.10767.

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

pith.paper-citation-record.v1
2604.10767 v2

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:30:09.760739Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T04:54:35.999600Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved63
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 266cb7be-c76b-49fd-9ad9-2d0bc06459cc · outbound

This paper cites 2026.Replicating Material for VulWeaver.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Replicating Material for VulWeaver

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.046147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.046147Z digest=sha256:ce6175191a594a07b2f8aa2821626d60b58748334094219aa57c4a5bd9318133

Observation 4031dcab-28e9-4ab1-ace4-22442e69c0d9 · outbound

This paper cites 2026.Claude.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Claude

Reference 2

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unresolved
no resolver link, observed 2026-08-02T16:30:03.128007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.128007Z digest=sha256:7c88f70d1601535cbfa51f2322e159fe22d9af6e12a74a55dd3dbaf571442114

Observation 6d4035e8-e2b3-42a8-8181-7c329b262b61 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.272614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.272614Z digest=sha256:230725097bfc52ae74febf51d1d5a933d34ce4b5953beb14e573c09ee459715d

Observation a6ceaa1d-9e9e-48c7-9588-039191c90aca · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.388911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.388911Z digest=sha256:4f08de03a787d59feb63ab68ae7d8c8f38b65ce20cfdd9004e5c50f95419cae2

Observation bc4235ed-2ea4-48d2-941f-09c484cf1c08 · outbound

This paper cites 2024.CWE VIEW: Research Concepts.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2024.CWE VIEW: Research Concepts

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.502809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.502809Z digest=sha256:487b7b4f247666ca9622020f7e33f4cd1f6b4b1c83c7865c6bc1599e6c7b44a5

Observation b1ba4a90-966c-4ead-b3f0-884f2ba609f1 · outbound

This paper cites 2024.CWE VIEW: Software Development.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2024.CWE VIEW: Software Development

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.582579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.582579Z digest=sha256:16c4a919575ddd9e85221347108d91965b7d852f1deb4674e5e870ac9e58dcfb

Observation 07e61b97-0c1d-42ba-80ae-83d539848926 · outbound

This paper cites 2026.DeepSeek.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.DeepSeek

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.690624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.690624Z digest=sha256:66fc61c3030b7b2385bd00ff598e3783fe5b0e722875b708b2dc0fe69f8ccbc1

Observation 7ce4807c-ba40-41e2-b9fd-ebec74e225cb · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:03.894564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:03.894564Z digest=sha256:9dd1ac3783087f4c8f424dccd3d212b9c5fdfcd992ee28ec7b03a268031ec56e

Observation 427295aa-7297-4b85-9b52-8cf7dd375c26 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:04.001962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.001962Z digest=sha256:cacd322c4ce2acc8609f406fdf190190a4f7fdccd3c0c7178b3b16301a66ac6c

Observation 2526f350-decd-4841-b5ad-368a70393489 · outbound

This paper cites Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning

Reference 11

Resolution
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no resolver link, observed 2026-08-02T16:30:04.148690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.148690Z digest=sha256:463ee152753318dfa2be7c747becdf61dedfa41c016f02e5d1d78a440f9b9ae9

Observation 3e677fea-2d21-45d0-9708-a0aeb28159a3 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:04.310680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.310680Z digest=sha256:612651b7919a874df8b7eef202499095f25f55c1ff8472916bb73d763405d59b

Observation b564db8c-0206-42e2-a898-00666ea7d638 · outbound

This paper cites 2026.Dataset collection scipts of Reposvul.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Dataset collection scipts of Reposvul

Reference 13

Resolution
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no resolver link, observed 2026-08-02T16:30:04.488689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.488689Z digest=sha256:a488196f4901afc03a64b281b1816a683870f3c8c237b36bc56bfcac5bb44683

Observation adc61cc4-99a8-46d3-b1d3-15cead268686 · outbound

This paper cites 2026.Dataset collection scipts of CrossVul.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Dataset collection scipts of CrossVul

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:04.637373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.637373Z digest=sha256:01aa0f1ee368537f36e1c8c6d9205682c64c0431511666beba2c0a92918be306

Observation 4d7239e1-fdd9-4071-9df0-3cb5d21588a9 · outbound

This paper cites 2026.CodeQL.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.CodeQL

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:04.808795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.808795Z digest=sha256:85ced706d6fdaaffb0dce0dbd8eb7e7b91991145e8055d9e4193543b71e96bf1

Observation ca4f9078-c5ff-48d2-bf12-ca1a87bcd3e9 · outbound

This paper cites 2026.GitHub Octoverse.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.GitHub Octoverse

Reference 16

Resolution
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no resolver link, observed 2026-08-02T16:30:04.982339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:04.982339Z digest=sha256:08cec6ac95fcbccbad2e43f00ed18f8d1bf7fb924f95d4ce699e7fedef284843

Observation dbaaaf04-3207-466a-9819-8b8fa9d896b4 · outbound

This paper cites 2026.Google Gemini.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Google Gemini

Reference 17

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no resolver link, observed 2026-08-02T16:30:05.132980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.132980Z digest=sha256:b247a7f46cbc91dce19c27bcc35522d5e95ea131be32dad73ca1a84b66ba088a

Observation e4c04ced-14b9-49c1-840a-04002517071b · outbound

This paper cites RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

Reference 18

Resolution
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no resolver link, observed 2026-08-02T16:30:05.306397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.306397Z digest=sha256:8c9bb1c55eb8495534f2f7ebd23df36660415ee96a722bf28ffd0aa76fb76d16

Observation 9fa6cd12-011c-4614-8e13-6c0bb73bfb04 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 19

Resolution
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no resolver link, observed 2026-08-02T16:30:05.488033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.488033Z digest=sha256:5ab6e9f265f9f2921ef45805b3794c7dd9013cf28ff225cfca5471acb914e565

Observation 032eb11b-c518-4edd-aae1-b7df1b3ef6c8 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:05.565238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.565238Z digest=sha256:1289a5366e921d2463fd5af4e37c52da552e412371d10ba1bc5223aebff75e5e

Observation d3ecb4b0-f353-49b0-8cff-01df64eaf067 · outbound

This paper cites 2025.{LLMxCPG}:{Context-Aware} Vulnerability Detection Through Code Property{Graph-Guided}Large Language Models.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2025.{LLMxCPG}:{Context-Aware} Vulnerability Detection Through Code Property{Graph-Guided}Large Language Models

Reference 21

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no resolver link, observed 2026-08-02T16:30:05.657665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.657665Z digest=sha256:5d38c7914eeba4ba55916f2073b0dc55facd6821600bf87440ffafb2e7587f62

Observation 7d2ad770-1e31-42f2-8ec8-bbbb72575e6c · outbound

This paper cites IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities

Reference 22

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no resolver link, observed 2026-08-02T16:30:05.815631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.815631Z digest=sha256:f6fbb9efc40895249aabe7e312cf19a5125e5036554745d9dd8ad5311d58b517

Observation 5fd44591-a1f1-4d01-a33e-d0ae16b98fe3 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 23

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unresolved
no resolver link, observed 2026-08-02T16:30:05.932765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:05.932765Z digest=sha256:623b6ab0ab4de5fb6ab9c6eee4cf5658763fefcc71473198f67061cff74b6f63

Observation a80bf135-e6df-4494-89d8-6f222442052c · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-02T16:30:06.050678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.050678Z digest=sha256:5999c749a61e4f9e976011805a9ed7d656e0d6fdd2aae8c5681ab8ba3f947ecb

Observation 7fea941e-45fe-4c5f-806a-2667838dbddb · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-02T16:30:06.162954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.162954Z digest=sha256:299481f612f03148fe5e2ffd5cb8baa062c99b8340549446ad729ba4231270aa

Observation 27886d65-9276-41b0-a780-edde3433dc32 · outbound

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

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection VulDeePecker: A Deep Learning-Based System for Vulnerability Detection

Reference 26

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no resolver link, observed 2026-08-02T16:30:06.279506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.279506Z digest=sha256:7a4634c20b53ecd8de73cb9d1fc9f5d1529832140aed514c04d7c457374a8199

Observation 7ad5d20c-c804-4d20-bec1-a60bf2e8200f · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-02T16:30:06.395475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.395475Z digest=sha256:4eda7246c1a5db634062dbb49040bcc01824ed78b49ed8a57babb15f18d15ce5

Observation 71a69d14-004b-4138-8620-7a6ef6360e6a · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-02T16:30:06.483635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.483635Z digest=sha256:e1dba239cf1772df28718d2a512fcdf49b0d6c7d4237b500e725fed2edc090c8

Observation 050c9954-c6b5-4233-83fa-15c2fbcc1d4d · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-02T16:30:06.613175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.613175Z digest=sha256:1d5084e2f6b63766d24aa6cfdc6ddf07f51246eae9e7533e1b695493e150b13b

Observation 439ea231-7e22-428e-ba7c-b5b21795641b · outbound

This paper cites Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:06.731153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.731153Z digest=sha256:454b5f222b5e9ca9bf86b3b16846ecd609844413b390994350662f7a1429cc3a

Observation 98ca536f-033a-4d68-86bb-1e9ecc475781 · outbound

This paper cites 2026.CVE-2020-26282 Details.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.CVE-2020-26282 Details

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:06.847192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.847192Z digest=sha256:a07a0f399fd981980adef44b7e2d802adbf34ae1cf363d165397c3983cf10f97

Observation 321abd5d-ad24-466c-b487-c3ca64e8a3bf · outbound

This paper cites 2026.CVE-2023-29523 Details.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.CVE-2023-29523 Details

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T16:30:06.914122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.914122Z digest=sha256:2cc5aa50d9b1f825bb5fcc0e852efa9895da940865965d13fef29637cd27fc53

Observation 9f0ecb72-f359-4807-ae67-a986b7dc7b78 · outbound

This paper cites 2026.ChatGPT.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.ChatGPT

Reference 33

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no resolver link, observed 2026-08-02T16:30:06.925904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.925904Z digest=sha256:9ccaa392b0d72fe3b9a95eaa800c4d361c7fadb867ec9bc9c9dbe4ada31441f5

Observation 4479d457-c19c-4f26-988c-113f4cbcce68 · outbound

This paper cites 2026.Open Standard Java Documentation.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Open Standard Java Documentation

Reference 34

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no resolver link, observed 2026-08-02T16:30:06.994916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:06.994916Z digest=sha256:c921b9c75eab250b9b7711d06465b1be2fb5eb7684f594a13462747b446d3de8

Observation 012ebf1c-405f-4924-991c-ba7767506a41 · outbound

This paper cites 2026.Open Source Scripts for LLMxCPG.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Open Source Scripts for LLMxCPG

Reference 35

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no resolver link, observed 2026-08-02T16:30:07.093051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:07.093051Z digest=sha256:9743ef798e18e03c01c63d63ba484dbbbbca1660bbb53cd24940589daed67368

Observation 12b04740-4763-434f-a32c-cb11219a9031 · outbound

This paper cites 2026.Dataset collection scipts of CVEfixes.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Dataset collection scipts of CVEfixes

Reference 36

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unresolved
no resolver link, observed 2026-08-02T16:30:07.200255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:07.200255Z digest=sha256:e3630e2e771386fb728e1c32278ae458e703d1b3cc3e2c7ea794bc63bcd555da

Observation ea4d392d-950e-43d7-9b57-41a2b7c83244 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-02T16:30:07.354746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:07.354746Z digest=sha256:41aa65f790665d09bf6cb0e0318c2806b8daca1d5c055f99b1c7c72288b35e53

Observation 258bebcd-646e-4293-aa09-22ca2af068f6 · outbound

This paper cites 2026.Joern.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Joern

Reference 38

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no resolver link, observed 2026-08-02T16:30:07.444379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:07.444379Z digest=sha256:1104e13a5100a158626fb1c0ebdd519e01eb4df77f042980984a8b877df536ff

Observation 36a6d244-d61b-4173-bd45-da6cb5ced495 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-02T16:30:07.616199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:30:07.616199Z digest=sha256:fa23bd671de7a688423f93b78e43fbc3f8a30f43b54fd83adc62692013710868

Observation 5f916f70-0db4-4abb-8a77-a19d4ff02d28 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-02T16:30:07.715567Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T16:30:07.715567Z digest=sha256:a46305ee29f3d5f7e7c9eec8281d5aea9d65b97f8dd38aa91bcc5c166591b20e

Observation 6697e58e-bcca-4299-9685-669e589d12a7 · outbound

This paper cites Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding

Reference 41

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source=pdf_text observed=2026-08-02T16:30:07.816896Z digest=sha256:94893ac7da2bf65937d806e83291ab2565f66add813669c35a6d08ab529850e9

Observation f50cb2c9-0748-4fe7-bdaf-d0823a7f4153 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-02T16:30:07.911928Z digest=sha256:a45b09e5aed6e72156e747285faad6ab13af3f5ad046d492750c992ca7dbd07b

Observation cecfedf9-901c-4629-80c4-30f61d3880ff · outbound

This paper cites 2018.Tree-sitter: a parser generator tool and an incremental parsing library.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2018.Tree-sitter: a parser generator tool and an incremental parsing library

Reference 43

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source=pdf_text observed=2026-08-02T16:30:07.999526Z digest=sha256:52ea776a4309e000e420eb4fbeb1b44a64fb77e4892d5f0f4f419f3820dd3034

Observation 25bfaeb5-1b0e-4e0b-a584-637dc5f40ebd · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-02T16:30:08.070807Z digest=sha256:45914c0d6bed4b7ff75fabc02a911f53bf17db4bc700da142d74bb79599745e1

Observation 4f67b76f-705f-4fb2-80f5-e30ee4f692e6 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-02T16:30:08.145624Z digest=sha256:6c897c3149e34ecd7899e36ea35fb7111e115f3a62f03dfbc31dc114a1ead249

Observation 50be8701-a861-4921-9c88-9c2e5be39207 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-02T16:30:08.216808Z digest=sha256:91138eb21fb5c0c62b9728f49aed5bcb45aab0bc26b44f753ec87ac995522b76

Observation 6af4982d-badc-40ca-9ea3-567066ad1d0a · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 47

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source=pdf_text observed=2026-08-02T16:30:08.291901Z digest=sha256:a6c712c4338629c2cd334442bcb598bab26ebd0a9f6c78ebb63fa3d90fc3084f

Observation 17ef13a1-bb4a-4eb2-a3bd-8e02bd6549c6 · outbound

This paper cites Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data

Reference 48

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source=pdf_text observed=2026-08-02T16:30:08.370733Z digest=sha256:d36412a81aff865314699aed308fdc6437540ccefad61c74ad5463d1cfde36a5

Observation 66a53aed-6573-4333-b9e2-dd4d2b2f6848 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-02T16:30:08.450173Z digest=sha256:132a855a53d37821c71d9ff81279b2a66c159e9448e02c7cfdf8e2882a8b3a2f

Observation 0e3cd774-fec0-4637-82b7-1ee19bcf5e43 · outbound

This paper cites 2026.PageRTarjan’s strongly connected components algorithmank.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.PageRTarjan’s strongly connected components algorithmank

Reference 50

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source=pdf_text observed=2026-08-02T16:30:08.572340Z digest=sha256:19e3625c9934713ce6af1afa7f70607dc5fe1074265db725f42e4b95c2980a3c

Observation 6e448f3c-1932-496f-99b3-a22924f85abc · outbound

This paper cites 2026.Reaching definition Worklist algorithm.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Reaching definition Worklist algorithm

Reference 51

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source=pdf_text observed=2026-08-02T16:30:08.681474Z digest=sha256:9804d69410f000575fe46378546cafd8ee1588085c2cab6cef66e3b9dda1fde1

Observation 4b92f8f5-9f45-4ef0-9e5b-515a4bd44343 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-02T16:30:08.790961Z digest=sha256:4ea9542c2eee5bb6825e762ee2bf5a024ef92c45cd7434db6679efd99a557e8f

Observation c1050aea-2a09-4622-b093-3a00a47161b5 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-02T16:30:08.884593Z digest=sha256:6ab662c7ba1f833bbf22cbe518ed4fa125fed8f5cb03d0165f5432188b8e4a84

Observation 04009f8a-ae8c-4f7e-b793-d82c77d45b63 · outbound

This paper cites 2026.Grok.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection 2026.Grok

Reference 54

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source=pdf_text observed=2026-08-02T16:30:08.972639Z digest=sha256:3b7a1972ea3664cad986e969e5c2264ae420270f4cfd632411bd7eb22684f204

Observation e5876633-3fca-404b-b80a-a5424a113388 · outbound

This paper cites Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models

Reference 55

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source=pdf_text observed=2026-08-02T16:30:09.068126Z digest=sha256:05c61bf907231233547b0f9679075f3ccf5d62215506e255fa424b2394bad51d

Observation 1b237e48-1d84-43d2-88ef-23443cbe05d2 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-02T16:30:09.177728Z digest=sha256:361106b409467abd1a94e31695f7984e4c0edeceb6226aa94d6bde0a10314802

Observation 5978cc69-3da1-4b2a-b0fa-80c17266bf93 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-02T16:30:09.289388Z digest=sha256:6f33463debbc58d368946e01e9474e7f9d42928f768a5d474f966b4ce65b08ae

Observation 3db5f8f4-38dc-4987-b8f4-a57a57a445fd · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-02T16:30:09.368062Z digest=sha256:20d48443822f5b8f5a746f79e5a859704cf6b2e4da73d194fa498c20414f478b

Observation 95a879f2-7fb8-4f51-84bf-a172a0d53e81 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-02T16:30:09.462164Z digest=sha256:e6d4daff7cc8ff3ec53a6447ee8faadc2110c9061e7a3934cff4490f9ffbb51b

Observation 46d507b3-502a-4c0b-b129-683bebdd0d4d · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-02T16:30:09.571709Z digest=sha256:215c56f5db4ab9fcc438186b202d863e805d29e886627bb18841f13e63ac69ac

Observation d29707fe-8ce8-431b-8e27-94cf671a5be2 · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-02T16:30:09.683247Z digest=sha256:60d91e6fcae8079651649068165a39d6cec6233472e9a45ec26b2dbf2db2645e

Observation 42a1fbef-c3dd-4ef6-8605-50040420895e · outbound

This paper cites an unresolved cited work.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-02T16:30:09.760739Z digest=sha256:61a1ec616b1162f59a1cedfb3a7006d38d4048e5fd4c1dd5dd84535d2976929a

Observation 81e7ea48-320e-48c6-aacc-cbcb81710436 · outbound

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

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection Vulnerability Detection with Code Language Models: How Far Are We?

Reference 2024

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source=pdf_text observed=2026-08-02T16:30:03.830606Z digest=sha256:393129fc04f1f04e592e5232e5ed63ff814b35c8ad1062989d412982d70e7699

Observation ecd6f525-fb7e-46f8-b7a6-1ac03d434b1c · outbound

This paper cites https://github.com/DLVulDet/PrimeVul.

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection https://github.com/DLVulDet/PrimeVul

Reference 2025

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source=pdf_text observed=2026-08-02T16:30:03.899733Z digest=sha256:eef4ac95deb57cab2bdc8e33cda3cf711b085396337859e6e97d99e209dcaa6c

Pith citing papers

Observation 359dff9b-95ee-46fb-a4ca-ad762f087302 · inbound

ALIBI: Adaptive Agentic Attacks on LLM-Based Vulnerability Detectors via Adversarial Code Comments cites this paper.

ALIBI: Adaptive Agentic Attacks on LLM-Based Vulnerability Detectors via Adversarial Code Comments VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection

Reference 1

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source=pdf_text observed=2026-07-31T04:54:35.999600Z digest=sha256:0a87615b7b63a7d3d2b09dc793ec87fa9bfab2e4a1d95b36d5a9a24077a272f9