We recognize the invisible.
Learning from data - automated, intelligent, comprehensible
The complexity of IT systems and high data rates make it increasingly difficult to maintain an overview and detect unusual changes in the network. This is where machine learning - a part of AI research - can help. A variety of methods and algorithms exist that enable machine learning (ML). It is fundamentally important that ML can be explained. This requirement restricts the selection of algorithms. In the area of IT security, only insight into the basis of a decision (an alarm) leads to justified acceptance. Only then is it possible for IT security managers to make good decisions in the event of an incident.
- Let the machine continuously monitor your systems and show deviations from normal behavior.
- Evaluate alarms by automated "technical" analyses of the relevant network packets and by occasional insight into the network packets.
- Benefit from few false positives.
caplon© service und security monitoring for IT and OT
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