MITRE ATLASmitigation

AML.M0007 Sanitize Training Data

Published 2023-04-12 Modified 2025-12-23 Official page ↗
Created
2023-04-12

Description

Detect and remove or remediate poisoned training data. Training data should be sanitized prior to model training and recurrently for an active learning model. Implement a filter to limit ingested training data. Establish a content policy that would remove unwanted content such as certain explicit or offensive language from being used.

Related

Mitigates · MITRE ATLAS (4)