Paper Citation Record · LEDGER

When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2309.05520.

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

pith.paper-citation-record.v1
2309.05520 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:26:43.368560Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:44:52.932217Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0c250cea-a34d-4173-a036-da40c0071765 · inbound

Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End" cites this paper.

Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End" When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T17:26:43.368560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded6b843-9984-4873-b5e4-39865cb40195 · inbound

Adaptive Plan-Execute Framework for Smart Contract Security Auditing cites this paper.

Adaptive Plan-Execute Framework for Smart Contract Security Auditing When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:12.866998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb093b48-989a-47e9-8ec3-22b750172921 · inbound

An empirical analysis of vulnerability detection tools for solidity smart contracts cites this paper.

An empirical analysis of vulnerability detection tools for solidity smart contracts When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:44:52.934007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85168725-2e18-4ee6-852e-ddfbd26f97dc · inbound

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection cites this paper.

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:20.967347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6f97601-ca65-47e9-9296-ca557bc033f8 · inbound

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques cites this paper.

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:24:22.575849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e217daf7-5b9e-4ab5-82b3-1ccad90dfec5 · inbound

SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection cites this paper.

SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T11:52:40.870385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57fac5cc-0efe-4115-b733-4d95420943a1 · inbound

LiquiLM: Bridging the Semantic Gap in Liquidity Flaw Audit via DCN and LLMs cites this paper.

LiquiLM: Bridging the Semantic Gap in Liquidity Flaw Audit via DCN and LLMs When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:08:01.214342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.