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Graphcodebert Base Solidity Vulnerability
G
Graphcodebert Base Solidity Vulnerability
Developed by angusleung100
GraphCodeBERT-based Solidity smart contract vulnerability detection model
Downloads 48
Release Time : 9/29/2024
Model Overview
This model is a fine-tuned version based on microsoft/graphcodebert-base, specifically designed to detect security vulnerabilities in Solidity smart contracts. It performs excellently on the evaluation set, with all metrics reaching 1.0.
Model Features
High-Precision Vulnerability Detection
Achieves 1.0 accuracy, precision, recall, and F1 score on the evaluation set
Code Structure-Based Analysis
Utilizes GraphCodeBERT's understanding of code structure information for vulnerability detection
Solidity-Specific
Specifically optimized for Ethereum smart contract language Solidity
Model Capabilities
Smart contract code analysis
Security vulnerability detection
Code understanding
Use Cases
Blockchain Security
Smart Contract Audit
Automatically detects security vulnerabilities in Solidity smart contracts
Identifies common vulnerability types with 100% accuracy
Development Assistance
Real-time detection of potential security issues during development
Helps developers write more secure smart contracts
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