Paper Title

Triplet Learning for Cross-Version Smart Contract Vulnerability Detection

Overview

This repository contains the code implementation and datasets for the paper titled Triplet Learning for Cross-Version Smart Contract Vulnerability Detection. I have used Google Colab to run all the codes, so I encourage to use it in case of reproduction failure!!!

Requirements

• Python 3
• torch
• transformers
• tensorflow
• keras
• tree_sitter
• scikit-learn

Installation

To install the required packages, follow these steps:

1. Install the additional packages using pip: !pip install torch !pip install transformers !pip install tensorflow !pip install keras !pip install tree_sitter !pip install scikit-learn

Usage

To use this code, follow these steps:

1. Clone this repository: git clone https://github.com/chansuixi/Triplet_Detection.git
2. Navigate to the repository directory, such as: %cd drive/MyDrive/Triplet-Detection
3. Open the provided Colab notebook and run the code cells: !python detect.py