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When the sensor starts thinking: SnortML, agentic AI, and the evolving architecture of intrusion detection

Stack Overflow Blog · By Samaresh Kumar Singh · · 1 views
When the sensor starts thinking: SnortML, agentic AI, and the evolving architecture of intrusion detection

Signature-based detection has always known what it was looking for. Machine learning and autonomous agents are changing the question entirely, shifting from "does this match a known pattern?" to "does this actually make sense in context?"

Signature-based detection has always known what it was looking for. Machine learning and autonomous agents are changing the question entirely, shifting from "does this match a known pattern?" to "does this actually make sense in context?"