Messi-Q / GNNSCVulDetector
Smart Contract Vulnerability Detection Using Graph Neural Networks (IJCAI-20 Accepted)
☆135Updated last year
Alternatives and similar repositories for GNNSCVulDetector:
Users that are interested in GNNSCVulDetector are comparing it to the libraries listed below
- Smart Contract Vulnerability Detection From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion (IJCAI-21 Accept…☆85Updated last year
- Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection (TKDE Accepted)☆111Updated last year
- Smart contract vulnerability detection using graph neural network (DR-GCN).☆148Updated last year
- Datasets for evaluating smart contract security analysis tools ( continuously updating... )☆151Updated last year
- ReChecker: Towards Automated Reentrancy Detection for Smart Contracts Based on Sequential Models☆54Updated 3 years ago
- MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabili…☆31Updated last year
- 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…☆24Updated last year
- Cross-Modality Mutual Learning for Smart Contract Vulnerability Detection☆30Updated last year
- ☆39Updated 3 years ago
- A Sequence Learning Approach to Detecting Vulnerabilities☆48Updated 3 years ago
- Dynamit: Dynamic Vulnerability Detection of Ethereum Smart Contracts Using Machine Learning☆24Updated last year
- This is a crawler with a tool of Jsoup. Furthermore. Moreover, there is a python version.☆18Updated 5 years ago
- ☆50Updated 2 years ago
- ☆38Updated 3 years ago
- DeeSCVHunter: A Deep Learning-Based Framework for Smart Contract Vulnerability Detection (IJCNN 2021)☆23Updated last year
- Smart Contract Vulnerability Detection Based on Deep Learning. (LSTM, BLSTM, BLSTM+Attention)☆27Updated 5 years ago
- This repository contains 47,398 smart contracts extracted from the Ethereum network.☆159Updated 4 years ago
- SB Curated is a curated dataset of Solidity smart contracts annotated with tagged vulnerabilities. The dataset was created to evaluate th…☆82Updated 8 months ago
- ☆21Updated last year
- Repository of benchmarks to evaluate Solidity Smart contract analysis tools☆61Updated 2 years ago
- LSTM-based smart contract reentry vulnerability detection.☆10Updated 5 years ago
- Dataset containing source code and deployed bytecode for Solidity Smart Contracts that have been verified on Etherscan.io, along with a c…☆22Updated 2 years ago
- Attacker Contract Identifier Through Static Dataflow Analysis☆21Updated 8 months ago
- [BlockSys 2022] Exploring deep learning techniques for Ethereum smart contract vulnerability detection.☆55Updated 2 years ago
- DAppSCAN: Building Large-Scale Datasets for Smart Contract Weaknesses in DApp Projects.☆53Updated last month
- This is the dataset for our TSE paper "Defining Smart Contracts Defects on Ethereum"☆16Updated last month
- Demystifying Random Number in Ethereum Smart Contract: Taxonomy, Vulnerability Identification, and Attack Detection (TSE Accepted)☆22Updated 2 years ago
- Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives (TPS23)☆85Updated 8 months ago
- This repository contains the RAW results of the vulnerability analysis of 9 tools on 47,587 smart contracts. These results are presented …☆71Updated 4 years ago
- Repository of benchmarks to evaluate Solidity Smart contract analysis tools☆16Updated 4 years ago