GitHub repository: kishoredt/NIDS
Primary language: Python
Description: As cyber-attacks advance, protecting networks is crucial. Traditional Intrusion Detection Systems (IDS) lack transparency and adaptability. This research proposes a Real-Time IDS using Explainable AI (XAI) and Random Forests to enhance accuracy and provide clear explanations, aiding analysts in better threat response and decision-making.