Malicious smart contract creation transaction identification method and device

The invention discloses a malicious smart contract creation transaction identification method and device, and aims to deal with risks and adverse effects possibly caused by a malicious smart contract in a block chain network. The method mainly comprises a real-time monitoring module, a feature extra...

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Hauptverfasser: TU TIANYU, REN KUI, LIU JIAN, REN SHOUPENG
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses a malicious smart contract creation transaction identification method and device, and aims to deal with risks and adverse effects possibly caused by a malicious smart contract in a block chain network. The method mainly comprises a real-time monitoring module, a feature extraction module and a machine learning evaluation module. The method comprises the following steps: monitoring a contract creation transaction on an Ethereum block chain; the key features of the contract creation activity are accurately captured by performing feature extraction on the contract creation transaction; and evaluating the features of the contract creation transaction through a machine learning model, and identifying a malicious contract creation transaction. According to the method, the cost of manually auditing the intelligent contract can be greatly reduced, and potential threats can be found and prevented in time. 本发明公开了一种恶意智能合约创建交易识别方法及装置,旨在应对恶意智能合约在区块链网络中可能引发的风险和不良影响。所述方法主要包括实时监控、特征提取和机器学习评估三个模块。通过对以太