FortiNDR and FortiNDR Cloud use AI and machine learning to enhance network detection and response. On-prem FortiNDR leverages neural networks and one-class SVMs for real-time malware detection and traffic profiling. It identifies threats like ransomware and anomalous behaviors without relying on signatures. FortiNDR Cloud applies supervised and unsupervised ML at scale, detecting data exfiltration, botnet C2 traffic, and encrypted threats using models like LightGBM and SK Learn. The cloud platform processes massive datasets, maintaining 365-day metadata for threat hunting. Together, they deliver high-fidelity detection with low false positives and flexible deployment.

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