Definition

Techniques to distinguish legitimate human (and approved agent) traffic from malicious or abusive automated clients.

Key Points

  • Shift from pure behavioral analytics toward ip-intelligence as AI mimics human behavior
  • agentic-traffic surge reported by cloudflare as industry backdrop (mid-2026)
  • Dual-use: can protect users or over-block legitimate automation

Sources