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Threat intelligence / Technique

White-Box Optimization

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.

Technique
TypeTechnique
External ID—
First seen2026-08-14
Last seen2026-08-14

Confidence

—

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.

10 recorded

Relationships

mitigates
from AI Model Distribution Methods
Mitigation
mitigates
from Control Access to AI Models and Data at Rest
Mitigation
mitigates
from Predictive AI Adversarial Input Detection
Mitigation
mitigates
from Predictive AI Ensembles
Mitigation
mitigates
from Predictive AI Input Restoration
Mitigation
mitigates
from Predictive AI Model Hardening
Mitigation
subtechnique-of
to Craft Adversarial Data
Technique
uses
from Face Identification System Evasion via Physical Countermeasures
Campaign
uses
from Google Photos AI Model Extraction
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from Microsoft Azure Service Disruption
Campaign
1 external

References

mitre-atlas
AML.T0043.000
open
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