This demo showcases FortiNDR On-Prem's capabilities, including Intrusion Prevention System (IPS) for comprehensive traffic analysis (north/south/east/west). It also highlights advanced malware detection using Artificial Neural Networks (ANN) to identify and trace ransomware threats. Additionally, FortiNDR On-Prem utilizes Machine Learning (ML) to create network segment baselines and identify suspicious traffic anomalies.