khangtictoc/NT522.N11.ATCL-Machine-learning-for-information-security_Project

Machine Learning in CyberSec Project

Ethereum Smart Contract Security

Towards Automated Reentrancy Detection for Smart Contracts Based on Sequential Models

Project: NT522 - Machine Learning for Cyber Security

Members: Lê Hồng Bằng - Trần Hoàng Khang - Nguyễn Tú Ngọc

Reference

📌 Paper

📌 Source code

Method

• Overview

• Sequential models for vulnerability detection

Implement

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Dataset

• https://github.com/Bombbom/Ethereum-Smart-Contract-Security
• https://huggingface.co/datasets/mwritescode/slither-audited-smart-contracts

Visualize Word Embbedding

• http://projector.tensorflow.org/

Future work