Paper Citation Record · LEDGER

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework

As of 15 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2505.17416.

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

pith.paper-citation-record.v1
2505.17416 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:52:40.318956Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T18:02:53.074663Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T06:50:41.244860Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy24
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c47655c-c59d-4d73-9014-66f08ac15d70 · outbound

This paper cites Addressing the dao insider attack in rpl’s internet of things networks,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Addressing the dao insider attack in rpl’s internet of things networks,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:44.808543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cc317764-6a68-4e3c-9e92-ccb6e27763cd · outbound

This paper cites Batch overflow bug on ethereum erc20 token contracts and safemath,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Batch overflow bug on ethereum erc20 token contracts and safemath,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:44.665419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 49a8a085-ff37-44b9-891e-1786001ddb74 · outbound

This paper cites Smart contract: Attacks and protections,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Smart contract: Attacks and protections,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:44.462139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f7831141-034b-4773-8344-fec2ab660fc1 · outbound

This paper cites Zeus: analyzing safety of smart contracts.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Zeus: analyzing safety of smart contracts

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:44.222495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d1902571-d9fe-446c-af96-f20967930d2e · outbound

This paper cites Making smart contracts smarter,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Making smart contracts smarter,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:37.078515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d812b4d5-6267-49be-80a0-bc62c3940d71 · outbound

This paper cites Contractfuzzer: Fuzzing smart con- tracts for vulnerability detection,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Contractfuzzer: Fuzzing smart con- tracts for vulnerability detection,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:44.020391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 98b2b6cb-969e-42f9-9e95-6901622ae0db · outbound

This paper cites Vulnerable smart contract function locating based on multi-relational nested graph convolutional network,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Vulnerable smart contract function locating based on multi-relational nested graph convolutional network,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:43.819445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 85159e61-8b71-46e1-ab9f-5a6c9a00f31e · outbound

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

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Diversevul: A new vulnerable source code dataset for deep learning based vulnerability detection,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:37.323702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67f298e-27a2-4fae-801d-e74a6bd3a175 · outbound

This paper cites Contractward: Automated vulnerability detection models for ethereum smart contracts,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Contractward: Automated vulnerability detection models for ethereum smart contracts,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:37.446103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca76e6aa-7645-4a38-ae5e-99648b924651 · outbound

This paper cites Da-gnn: A smart contract vulnerability detection method based on dual attention graph neural network,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Da-gnn: A smart contract vulnerability detection method based on dual attention graph neural network,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:43.690787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 447c130a-9ce9-4293-bb5c-e7f9c5b8336f · outbound

This paper cites A review on code generation with llms: Application and evaluation,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework A review on code generation with llms: Application and evaluation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:37.637573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd58e49a-05b9-4d6b-8e1c-c82d3e418b92 · outbound

This paper cites Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analysis,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analysis,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:43.546795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d1f19c8-507b-42b9-8808-d0c49c730161 · outbound

This paper cites Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:37.812749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c6aca8-0eb8-420a-9b36-75334c21a89a · outbound

This paper cites Large language model-powered smart contract vulnerability detection: New perspec- tives,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Large language model-powered smart contract vulnerability detection: New perspec- tives,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:43.389733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 42993673-6502-4e6f-882b-a0d83a504de0 · outbound

This paper cites A survey on smart contract vulnerabilities: Data sources, detection and repair,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework A survey on smart contract vulnerabilities: Data sources, detection and repair,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:43.233452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9ee084ab-c7f4-4d6b-a8e2-8e7490b27bbc · outbound

This paper cites Vul- nerabilities in smart contracts: A detailed survey of detection and mit- igation methodologies,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Vul- nerabilities in smart contracts: A detailed survey of detection and mit- igation methodologies,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:43.053001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 19f8bd82-8c5e-4b33-a876-7c1ce76ee3b4 · outbound

This paper cites Reguard: finding reentrancy bugs in smart contracts,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Reguard: finding reentrancy bugs in smart contracts,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:42.871467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4d357a91-8765-49ec-865b-0b5eecf99c78 · outbound

This paper cites Exploring {ChatGPT’s} capabilities on vulnerability management,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Exploring {ChatGPT’s} capabilities on vulnerability management,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:42.722347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e5daffe0-2765-4bc9-a388-89b5e13051de · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:38.374268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5b092a5-3892-4cca-bd10-796a2a022d1b · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:38.577697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8314b3-c7ad-481c-9daa-22c49be149a5 · outbound

This paper cites Soliaudit: Smart contract vulnerability assessment based on machine learning and fuzz testing,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Soliaudit: Smart contract vulnerability assessment based on machine learning and fuzz testing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:42.548329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4caeb4cc-e6b6-44e6-af85-61d8d5dd94f6 · outbound

This paper cites Manticore: A user-friendly symbolic execution framework for binaries and smart contracts,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Manticore: A user-friendly symbolic execution framework for binaries and smart contracts,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:42.364869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e01b06be-eb6d-4b9c-934f-b44f586e1f75 · outbound

This paper cites Wana: Symbolic execution of wasm bytecode for extensible smart contract vulnerability detection,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Wana: Symbolic execution of wasm bytecode for extensible smart contract vulnerability detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:42.221690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 776d6845-d503-464c-a465-fd1d2cbdbe8d · outbound

This paper cites Verismart: A highly precise safety verifier for ethereum smart contracts,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Verismart: A highly precise safety verifier for ethereum smart contracts,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:42.060863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf381ce4-d9fd-4012-a7b2-8f0e7be078cd · outbound

This paper cites Llmsmartsec: Smart contract security auditing with llm and annotated control flow graph,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Llmsmartsec: Smart contract security auditing with llm and annotated control flow graph,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:41.829204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 69082561-46e4-418a-b758-b132cf2dacaf · outbound

This paper cites LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:39.105156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e80053-f0ff-4e94-8c0d-e5f3f3854c93 · outbound

This paper cites Attention is all you need,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Attention is all you need,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:39.207000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9959a9e1-982b-4351-a4c9-f291fc3502f3 · outbound

This paper cites Language models are unsupervised multitask learners,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Language models are unsupervised multitask learners,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:39.296207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc1a812-9aa6-40be-a1c7-861573be57d3 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Code Llama: Open Foundation Models for Code

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:39.394394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88813305-e7e7-4d61-897d-828362356723 · outbound

This paper cites Solodit - all findings from popular audit platforms,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Solodit - all findings from popular audit platforms,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:41.577989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 68119d51-773a-4190-bfe0-3f27e90706a9 · outbound

This paper cites Dappscan: building large-scale datasets for smart contract weaknesses in dapp projects,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Dappscan: building large-scale datasets for smart contract weaknesses in dapp projects,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:41.429098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b5545623-db41-40e5-975a-a755d0e03324 · outbound

This paper cites Best practices for smart contract development,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Best practices for smart contract development,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:41.256184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ecdd15ea-512d-401f-a2af-d16c7073cc21 · outbound

This paper cites Eea Ethtrust Security Levels Specifica- tion Version 2,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Eea Ethtrust Security Levels Specifica- tion Version 2,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:41.012508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f01386d9-804a-48c9-9ab4-f930ecd68db1 · outbound

This paper cites Smart Contract Weakness Classification and Test Cases,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Smart Contract Weakness Classification and Test Cases,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:40.853296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cfbe954e-b104-4a56-aa26-fac55302a6f3 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:40.004029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df10030-a9ac-41a6-8dd4-229cdb0687f5 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:40.119824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee96914-2106-4f73-8218-42f97ede7b1c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework LLaMA: Open and Efficient Foundation Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:40.218763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 711b58bf-47ba-4e48-9405-842c285c7cb1 · outbound

This paper cites Contract- tinker: Llm-empowered vulnerability repair for real-world smart con- tracts,.

LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Contract- tinker: Llm-empowered vulnerability repair for real-world smart con- tracts,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:40.626903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 0f7c974f-2eeb-467e-9832-e92d5aae7898 · inbound

EvoPoC: Automated Exploit Synthesis for DeFi Smart Contracts via Hierarchical Knowledge Graphs cites this paper.

EvoPoC: Automated Exploit Synthesis for DeFi Smart Contracts via Hierarchical Knowledge Graphs LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:50:41.246601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.