AutoMESC: Automatic Framework for Mining and Classifying Ethereum Smart Contract Vulnerabilities and Their Fixes. (arXiv:2212.10660v1 [cs.CR])

Due to the risks associated with vulnerabilities in smart contracts, their
security has gained significant attention in recent years. However, there is a
lack of open datasets on smart contract vulnerabilities and their fixes that
allows for data-driven research. Towards this end, we propose an automated
method for mining and classifying Ethereum's smart contract vulnerabilities and
their corresponding fixes from GitHub and from the Common Vulnerabilities and
Exposures (CVE) records in the National Vulnerability Database. We implemented
the proposed method …

automatic contract ethereum fixes framework mining smart smart contract vulnerabilities