AI Systems Vulnerable to Data Poisoning and Image-Scaling Attacks Pose Security Risks
Date: 2020-08-09
Attack vector: model-poisoning
Category: real-world
Severity: High

Tracked by the OECD AI Incidents and Hazards Monitor (AIM) as OECD-AIM-2020-08-09-6d2a, dated 2020-08-09. Classified attack vector: model-poisoning. See the AIM incident page (https://oecd.ai/en/incidents/2020-08-09-6d2a) and its cited news sources for full narrative detail.


Mitigations:

Architectural layers (MAESTRO):