Supply Chain Vulnerabilities in Preprocessing Tools

When an attacker uploads a specially crafted file to an organization's processing service, triggering a vulnerability in a preprocessing library; due to unmitigated control gaps, the system is compromised before inference even begins, triggering external stakeholder impacts and causing the organization's defenses focus on the model layer and do not cover the preprocessing stage.