MITRE ATLASmitigation
AML.M0006 Use Ensemble Methods
- Created
- 2023-04-12
Description
Use an ensemble of models for inference to increase robustness to adversarial inputs. Some attacks may effectively evade one model or model family but be ineffective against others.
Related
Mitigates · MITRE ATLAS (11)
- AML.T0010.001 AI Software sub-technique
- AML.T0010.003 Model sub-technique
- AML.T0014 Discover AI Model Family technique
- AML.T0015 Evade AI Model technique
- AML.T0031 Erode AI Model Integrity technique
- AML.T0043 Craft Adversarial Data technique
- AML.T0043.000 White-Box Optimization sub-technique
- AML.T0043.001 Black-Box Optimization sub-technique
- AML.T0043.002 Black-Box Transfer sub-technique
- AML.T0043.003 Manual Modification sub-technique
- AML.T0043.004 Insert Backdoor Trigger sub-technique