Nabila Saeed

The ADS System for Real-Time Anomaly Detection with Scalable and SMART Monitoring in a Data Network

2025

The This study presents an automated anomaly detection framework for analyzing cybersecurity datasets, focusing on network traffic and server performance logs. Using the Isolation Forest algorithm, we examined four datasets: a large-scale network traffic file …