How Attackers Monetize Your Exposed AI Endpoints

Inference theft represents a new economic attack vector where exposed AI endpoints are repurposed as free models by attackers who monetize access while passing infrastructure costs to the original owner. With AI inference costs being orders of magnitude higher than traditional API calls, this creates severe financial exposure. Defending against this requires multi-layered security approaches beyond simple bot verification.