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?"…
Every IDS deployment has a gap. Anyone who has run one long enough eventually finds it, usually at the worst possible time. The gap sits between what you wrote rules for and what the attacker chose t… [+33108 chars]
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