Seasonal Factor
There are network anomaly detection technologies to alert abnormal network traffic of potential cyberattack. The pre-requisite is let the technology learn the current network traffic pattern as baseline profile. Then anything outside this profile boundary will be treated as anomalies and triggers alert.
It is a great technology - no signature or definition update for zero TCO maintenance. All are self-sustained.
However, the key question is how long should the technology acquire the correct baseline profile? Some vendors claim just one or two weeks suffices. Really? Even with 80/20 rule, such short duration shall generate many false alerts that eventually affecting confidence. Realistically, duration in a year for setting up the baseline profile deems necessary to fully cover the normal traffic. After all, human perception especially senior management is important for successful deployment. A KPI dashboard shall provide visibility of the value of the technology. Last but not the least, network anomalies detection is just one layer of defense. We should strengthen...