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graph-transformer

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MANDO-Project / ge-sc-transformer

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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.

machine-learning bytecode deep-learning smart-contracts pytorch source-code vulnerability-detection graph-transformer heterogeneous-graph-learning
  • Updated Mar 7, 2024
  • Solidity

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