The article describes the shift toward AI-orchestrated web attacks where LLMs act as orchestrators and secondary tools execute web requests. This decoupled architecture creates a 'speed gap' where functional exploits are generated in under 10 minutes, outpacing human remediation. Attackers leverage protocols like Model Context Protocol (MCP) and spoof User-Agent headers to bypass legacy WAFs, necessitating real-time behavioral analytics and edge-based defenses.
AI-orchestrated attacks
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Deconstructing the Architecture of AI-Orchestrated Web Attacks | Akamai