February 7, 2026 By Sergey

Are there false positives?

Yes, as with any anomaly detection system.

It is important to understand that:

  • AI detects deviations, not “attacks”;
  • an anomaly ≠ an incident;
  • some detections require interpretation by an analyst.

The project’s approach is to:

  • show the reason and context of an anomaly;
  • allow comparison between time periods;
  • avoid making automatic decisions on behalf of the user.