MITRE ATLASsub-technique

AML.T0043.000 White-Box Optimization

Published 2021-05-13 Modified 2024-01-12 Official page ↗
Tactics
Ai Attack Staging
Created
2021-05-13

Description

In White-Box Optimization, the adversary has full access to the target model and optimizes the adversarial example directly. Adversarial examples trained in this manner are most effective against the target model.

Related

Subtechnique of · MITRE ATLAS (1)

Tactic · MITRE ATLAS (1)

Referenced by MITRE ATLAS · mitigates (6)

  • AML.M0003 Model Hardening mitigation
  • AML.M0005 Control Access to AI Models and Data at Rest mitigation
  • AML.M0006 Use Ensemble Methods mitigation
  • AML.M0010 Input Restoration mitigation
  • AML.M0015 Adversarial Input Detection mitigation
  • AML.M0017 AI Model Distribution Methods mitigation