How Does Fidelis NDR Use Machine Learning to Detect Threats Earlier and Respond Faster?
You face more signals than your SOC can triage and more lateral movement than your legacy rules can see. Signature-only controls miss new techniques, while manual triage slows response. The gap between “alert created” and “incident contained” widens when you can’t separate real risk from noise. Adversaries exploit encrypted channels, low-and-slow exfiltration, and living-off-the-land tools that look like normal activity. Missed weak signals become major incidents.