Smart Contracts Vulnerabilities

[BlockSys 2022] Exploring deep learning techniques for Ethereum smart contract vulnerability detection.
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Smart Contracts Vulnerabilities10
a year ago1mitPython
[BlockSys 2022] Exploring deep learning techniques for Ethereum smart contract vulnerability detection.
Ge Sc Transformer7
7 months ago1mitSolidity
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.
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Python
Pytorch
Solidity
Smart Contracts
Bytecode
Image Classification
Vulnerability Detection