Model Inversion Reconstructing Training Data

When an attacker conducts extensive queries against a model trained on sensitive imagery and reconstructs recognizable approximations of the originals; due to unmitigated control gaps, the organization assumed the model itself contained no source data and had no defenses against this risk, triggering external stakeholder impacts and causing the incident constitutes a substantive breach.