MITRE ATLASmitigation
AML.M0015 Adversarial Input Detection
- Created
- 2023-04-12
Description
Detect and block adversarial inputs or atypical queries that deviate from known benign behavior, exhibit behavior patterns observed in previous attacks or that come from potentially malicious IPs.
Incorporate adversarial detection algorithms into the AI system prior to the AI model.
Related
Mitigates · MITRE ATLAS (9)
- AML.T0015 Evade AI Model technique
- AML.T0029 Denial of AI Service 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