Protecting Small Organizations in the Era of AI Bots
Black Hat USA 2025 · Day 1 · Briefings
More than 51% of internet traffic is now non-human, and AI crawler bots are silently overwhelming small nonprofits and organizations that cannot afford enterprise security tools. A researcher from Quanta Sciences presents Logrip, a lightweight open source tool that uses behavioral scoring and hierarchical IP hashing to filter up to 94% of AI bot traffic from web server logs — without requiring any content inspection. ---
AI review
Earnest, well-intentioned, and probably genuinely useful to the specific demographic it's targeting — small nonprofits drowning in AI crawler traffic. For a Black Hat audience it's a modest contribution: a behavioral scoring tool with a good visualization trick and a 94% reduction number that deserves more scrutiny.