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Automatic Identification of Crash Smart Contracts

A repository for sharing the smart contract dataset collected from Ethereum by July 31, 2019. We label these smart contract based on the execution status of transactions by October 10, 2020.

The labeled datas are stored in DATA folder in the form of csv.

Structure

  • Baselines source code of baselines
  • CrashSCDet source code of our approach including the code to extract all metrics
  • DATA extracted data and filtered data.

Static Source Code Metrics

We totally define 34 static source code metrics and divide them into four dimensions: "complexity metrics", "count metrics", "object oriented metrics" and "solidity specific metrics". The following table shows the static source code metrics for smart contracts used in our paper.

An introduction to the metrics proposed in our work:

Static Source Code Metrics for Smart Contracts

Descriptive statistics of the calculated metric values

Statistical information of collected dataset

crashscdet's People

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