QUIC Flow Traffic AnLyzer ()

We released the first version of the tool as a Python open-source project to extract 180 features from QUIC network traffic flows.

DeFi Transaction Analyzer and Feature Extractor (  )

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.

Smart Contracts Vulnerability Analyzer ()

We released the second version of the tool as a Python open-source project to extract 240 features from Smart Contracts in Ethereum Blockchain.

Network and Transportation Layers Flow Analyzer ()

We released the first version of tool as a Python open-source project to extract Network and Transportation layers features from network traffic for Anomaly Profiling (AP).

We released the first version of Benign User Profiler () tool for generating network traffic based on the benign user behavior to create the background traffic for anomaly detection research project on network security.

AuthAttLyzer

We released the first version of Authorship Attribution Analyzer (), dataset () and published related paper entitled "AuthAttLyzer - A Robust defensive distillation-based Authorship Attribution framework"