GitHub repository: shashankp914/Intrusion-Detection-System-with-AI-ML
Primary language: Jupyter Notebook
Description: This script processes the CICIDS2017 dataset for cybersecurity tasks, reading, cleaning, and merging data from multiple days. It explores feature distributions, reduces memory usage, handles imbalanced classes with SMOTE, and applies Random Forest models for classification, leveraging GPU acceleration if available.