
Stack Overflow Blog
July 6, 20261 min read
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?"βββββ β ββββββ β βββββββββ ββββββ ββββββ βββββββ β ββββββ ββββββ βββ ββββ βββββββ ββββββ ββββββββββ βββββββββββββββ βββββββββββ βββ βββ βββ β β ββββ ββ βββ ββ ββ β ββ ββ β β βββββββββ βββ ββ β βββββββ ββββββββ βββ β β ββ ββββ ββ ββ ββββββ ββ ββββββββ ββ ββββ βββββββββββββ ββββ ββ βββ βββββββββ ββ βββ βββββββ β ββββββ ββ βββββββ ββββββββ ββ ββ β βββββββββ ββ β β βββββ β βββ β β β β ββββββββ ββ β β βββββββ ββββ ββ βββββββ βββ ββββ ββ βββ βββ βββ ββββ ββββββββ βββββββββββ β β β βββ βββββββ βββββββββββ β β βββ βββ βββββββ βββββββ βββ βββ ββββββ β β β βββ β β βββββββ βββββββ ββββββ βββββ βββββ βββ βββ βββ βββββββββ β βββββββββ ββββ ββ ββββββ βββ βββ βββ β βββββ β βββββββββ βββββββββββ βββββββββ ββ ββ β ββ ββ β β βββββββββ βββ ββ β βββββββ ββββββββ βββ β β ββ ββββ ββ βββββββββββββ ββ β β βββββ β βββ β β β β ββββββββ ββ β β βββββββ ββββ ββ βββββββ βββ ββββ ββ βββ βββ βββ ββββ ββββββββ βββββββββββ β β β βββ βββββββ βββββββββββββββ βββ βββ βββββββ βββββββ βββ βββ ββββββ β β β βββββββ βββββββ βββββββ ββββββ βββββ βββββ βββ βββ βββββββ βββββββ βββ β β βββββββββ β βββββββ βββββββ ββ βββ ββββββββ ββββββ β βββββββββββββββββ β
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