CVE-2026-56440 is an improper input validation vulnerability in BigDL versions before 2.5.0b1. It allows an unprivileged, unauthenticated local user to potentially escalate privileges via low complexity attacks requiring active user interaction. The impact on confidentiality, integrity, and availability is assessed as low, with no subsequent system-level impacts reported.