An AI connected to your network can only answer for the stretch of time your data still covers. Point it at a question about last spring, and if the flow records from last spring are already gone, the model has nothing to work from. It will either tell you it can’t know, or guess ...
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By Adam Howarth, Data Scientist and Field Engineer at Plixer Monitoring agentic network traffic requires different baselines, different thresholds,
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Most malicious traffic is encrypted, and in real environments, you usually don’t have the keys to inspect it. You
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Lateral movement is detected by spotting small changes in internal network behavior: new host-to-host connections, unusual authentication patterns, and
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By Paul Piccard, CTO & SVP of Engineering at Plixer Network anomaly detection identifies deviations from normal network behavior,
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By Paul Piccard, CTO & SVP of Engineering at Plixer Most network outages are diagnosed after the damage is
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False positives are rarely caused by too many alerts, but by missing context. Let’s say a spike in outbound
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When users report that “the network is slow,” most investigations begin where frustration is loudest. That may be, for
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Password spraying is usually described in terms of failed logins and account lockouts. But before a SIEM rule fires
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