MANDO

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7 repositories

ge-sc-transformer
Public
MANDO-HGT is a framework for detecting smart contract vulnerabilities. Given either in source code or bytecode forms, MANDO-HGT adapts heterogeneous graph transformers with customized meta relations for graph nodes and edges to learn their embeddings and train classifiers for detecting various vulnerability types in the contracts' nodes and graphs.
bytecode smart-contracts source-code vulnerability-detection graph-transformer heterogeneous-graph-learning machine-learning deep-learning pytorch
Solidity
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MIT License
•9•16•1•0•Updated Mar 7, 2024Mar 7, 2024
ge-sc-llm
Public
Heterogeneous Graph Transformers with Large Language Models for Smart Contract Vulnerability Detection
Solidity
•1•7•1•0•Updated Dec 27, 2023Dec 27, 2023
ge-sc
Public
MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
smart-contracts ethereum-contract vulnerability-detection graph-learning graph-neural-networks heterogeneous-graph-neural-network machine-learning deep-learning
Solidity
•
MIT License
•18•31•4•0•Updated Nov 24, 2023Nov 24, 2023
original-ge-sc
Public
MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
Solidity
•
MIT License
•18•0•0•0•Updated Sep 14, 2023Sep 14, 2023
ge-sc-bytecode
Public
The resource applied Graph Learning on smart contract vulnerability detection in bytecode form.
Python
•1•9•0•0•Updated May 15, 2023May 15, 2023
.github
Public
MIT License
•0•0•0•0•Updated Feb 28, 2023Feb 28, 2023
ge-sc-machine
Public
MANDO-GURU, a deep graph learning-based tool, aims to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
deep-learning smart-contracts ethereum-contract vulnerability-detection graph-learning graph-neural-networks heterogeneous-graph-neural-network
Python
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MIT License
•5•24•0•0•Updated Feb 28, 2023Feb 28, 2023