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?”