ATLASAML.T0043.003
ATLAS index
AML.T0043.003

Manual Modification

Adversaries may manually modify the input data to craft adversarial data. They may use their knowledge of the target model to modify parts of the data they suspect helps the model in performing its task. The adversary may use trial and error until they are able to verify they have a working adversarial input.

Framework
MITRE ATLAS
Maturity
Realized
Platforms
Predictive AI
Release
2026.05

Overview

Adversaries may manually modify the input data to craft adversarial data. They may use their knowledge of the target model to modify parts of the data they suspect helps the model in performing its task. The adversary may use trial and error until they are able to verify they have a working adversarial input.

Sources

  1. MITRE ATLAS AML.T0043.003: Manual Modification — MITRE