Input validation error in vLLM - CVE-2026-105754
Published: November 9, 2026
Vulnerability details
The vulnerability allows an authenticated remote attacker to crash vLLM's shared EngineCore process, denying model service to all tenants.
The vulnerability exists due to insufficient validation of caller-supplied multimodal features against the active model's renderer contract in the scale-out generate endpoint. An authenticated remote attacker can submit a single request containing forged multimodal metadata to /inference/v1/generate, triggering a fatal engine error in a scale-out multimodal deployment.