An ABI-based Classification Approach for Ethereum Smart Contracts

Xun Sun,Xingwei Lin,Zhou Liao

2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)（2021）

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摘要

Due to the rapid increasing of smart contracts in Ethereum, retrieving the related smart contracts has become an important issue. A key step of recognizing the related smart contracts is to classify them. Nowadays most of the classification methods of smart contracts are based on source code or bytecode analysis. However, as the interface of a smart contract, ABI has key information about the smar...

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关键词

Support vector machines,Codes,Machine learning algorithms,Smart contracts,Text categorization,Stacking,Semantics

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