Messi-Q / GraphDeeSmartContract
Smart contract vulnerability detection using graph neural network (DR-GCN).
☆139Updated last year
Related projects: ⓘ
- Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection (TKDE Accepted)☆99Updated last year
- Smart Contract Vulnerability Detection Using Graph Neural Networks (IJCAI-20 Accepted)☆119Updated last year
- Smart Contract Vulnerability Detection From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion (IJCAI-21 Accept…☆78Updated last year
- ReChecker: Towards Automated Reentrancy Detection for Smart Contracts Based on Sequential Models☆48Updated 3 years ago
- A python implementation of Toward Vulnerability Detection for Ethereum Smart Contracts Using Graph-Matching Network.基于图神经网络的以太坊智能合约漏洞检测方法…☆23Updated last year
- This is a crawler with a tool of Jsoup. Furthermore. Moreover, there is a python version.☆17Updated 5 years ago
- MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabili…☆29Updated 9 months ago
- A Sequence Learning Approach to Detecting Vulnerabilities☆46Updated 2 years ago
- ☆37Updated 3 years ago
- Cross-Modality Mutual Learning for Smart Contract Vulnerability Detection☆25Updated last year
- Smart Contract Vulnerability Detection Based on Deep Learning. (LSTM, BLSTM, BLSTM+Attention)☆24Updated 5 years ago
- Datasets for evaluating smart contract security analysis tools ( continuously updating... )☆128Updated last year
- DeeSCVHunter: A Deep Learning-Based Framework for Smart Contract Vulnerability Detection (IJCNN 2021)☆21Updated last year
- ☆35Updated 3 years ago
- Dynamit: Dynamic Vulnerability Detection of Ethereum Smart Contracts Using Machine Learning☆23Updated 10 months ago
- LSTM-based smart contract reentry vulnerability detection.☆10Updated 5 years ago
- Demystifying Random Number in Ethereum Smart Contract: Taxonomy, Vulnerability Identification, and Attack Detection (TSE Accepted)☆21Updated 2 years ago
- A unified smart contract standard data set.☆39Updated 3 years ago
- ☆30Updated last year
- ☆17Updated last year
- This is the dataset for our TSE paper "Defining Smart Contracts Defects on Ethereum"☆16Updated 4 years ago
- Repository of benchmarks to evaluate Solidity Smart contract analysis tools☆51Updated 2 years ago
- Evaluation Results for the Paper "EVMPatch: Timely and Automated Patching of Ethereum Smart Contracts"☆13Updated 3 years ago
- Attacker Contract Identifier Through Static Dataflow Analysis☆17Updated 3 months ago
- Code using in Paper "Smart Contract Vulnerability Detection Based on Semantic Graph and Residual Graph Convolutional Networks with Edge A…☆13Updated last year
- ☆25Updated 2 years ago
- This repository contains 47,398 smart contracts extracted from the Ethereum network.☆146Updated 4 years ago
- ☆20Updated 3 years ago
- This repository contains the RAW results of the vulnerability analysis of 9 tools on 47,587 smart contracts. These results are presented …☆63Updated 4 years ago
- SB Curated is a curated dataset of Solidity smart contracts annotated with tagged vulnerabilities. The dataset was created to evaluate th…☆69Updated 3 months ago