Meta's AI Image Detector Fails to Identify Cropped AI-Generated Images
Date: 2026-07-10
Attack vector: deepfake
Category: real-world
Severity: High

Tracked by the OECD AI Incidents and Hazards Monitor (AIM) as OECD-AIM-2026-07-10-4bc2, dated 2026-07-10. Classified attack vector: deepfake. See the AIM incident page (https://oecd.ai/en/incidents/2026-07-10-4bc2) and its cited news sources for full narrative detail.


Mitigations:

Architectural layers (MAESTRO):