DeFi Transaction Analyzer and Feature Extractor ( DeFiTranLyzer-V1.0 )
DeFiTransLyzer, part of the Understanding Cybersecurity Series (UCS), is an open-source Python framework for analyzing Ethereum wallets and transactions in DeFi research.
The Wallet Analyzer extracts statistical and behavioral features such as gas usage, transaction duration, and address diversity, while the Transaction Analyzer captures efficiency ratios, event logs, and contract interactions. Together, they provide a unified, interpretable toolset for profiling Ethereum activity, supporting vulnerability detection, behavioral modeling, and broader DeFi ecosystem analysis.