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Vulnerable Verified Smart Contracts Dataset | Papersgraph

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Vulnerable Verified Smart Contracts

Introduced in Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding2023

About this Dataset

Vulnerable Verified Smart Contracts is a dataset of real vulnerable Ethereum smart contracts. Based on the manually labeled Benchmark dataset of Solidity smart contracts. A total of 609 vulnerable contracts are provided, containing 1,117 vulnerabilities.

Source: Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding

Dataset Variants

Vulnerable Verified Smart Contracts

Papers1

Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding

A novel vulnerability-constrained decoding approach to reduce the amount of vulnerable code generated by transformer-based large language model (LLM) technologies, and it is found that this approach could efficiently and effectively avoid vulnerabilities in the auto-completed code.

Tasks

EDIT

Classification Vulnerability Detection

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Introduced

2023

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