Sam Abizdris & Ido Sender

From bot detection to intent detection Abstract Automated attacks have evolved from simple scripts into sophisticated, goal-driven agents powered by AI and automation. These Agentic AI threats are capable of mimicking legitimate users, adapting behaviour in real time and operating across web, mobile and API environments. As a result, traditional bot protection approaches based on static rules and binary classifications are no longer sufficient. DataDome, recognised as a category leader in bot...

A technical guide and case-driven analysis with a focus on real-world DDoS migration scenarios Abstract Sustained, prolonged and persistent Layer 7 DDoS attacks differ from short-lived volumetric floods. They combine continuous application-layer pressure with operational fatigue and often outlast traditional CDN-based defences. This paper outlines how such attacks unfold, why organisations become trapped in a cycle of degradation and how an emergency migration to Cloudflare restores stability...