Discover Exposed AI Infrastructure With Indusface WAS
Security Boulevard, Thursday, March 5th, 2026
You track your web applications. You inventory your APIs. But is anybody monitoring your AI servers?
Just last week research found that there were more than 175,000 exposed versions of Ollama, an AI server popular for self-hosting LLMs.
Across enterprises, self-hosted model servers are being deployed on cloud VMs and GPU-backed instances to power copilots, internal automation, and experimental AI features. They are fast to spin up and just as easy to expose, yet they are rarely treated as first-class attack surface assets.
If one of those servers is publicly reachable without proper authentication, it is an exposed service.
Traditional vulnerability management workflows may not flag these systems because they are not categorized as web applications or APIs. They sit in a gray area, neither infrastructure-as-usual nor formally productionized.
That gray area is precisely where attackers look.