ATLASAML.T0043.001
ATLAS index
AML.T0043.001
Black-Box Optimization
In Black Box attacks, the adversary has black box (i.e. AI Model Inference API Access via API access) access to the target model. With black box attacks, the adversary may be using an API that the victim is monitoring. These attacks are generally less effective and require more inferences than White Box Optimization at
- Framework
- MITRE ATLAS
- Maturity
- Demonstrated
- Platforms
- Predictive AI
- Release
- 2026.05
Overview
In Black-Box attacks, the adversary has black-box (i.e. AI Model Inference API Access via API access) access to the target model. With black-box attacks, the adversary may be using an API that the victim is monitoring. These attacks are generally less effective and require more inferences than White-Box Optimization attacks, but they require much less access.