Network Intrusion Detection Dataset (Cleaned CSV)

This dataset contains cleaned network traffic data used for intrusion detection analysis in cybersecurity. It includes both normal and malicious network activities, with features such as protocol type, duration, packet count, and data volume. The dataset has been preprocessed by removing missing values, handling outliers, and formatting it for machine learning applications. This work is intended for academic purposes, including data analysis, machine learning, and deep learning experiments in network security.