Record summary
A quick snapshot of what this page covers.
Control summary
What this defense is meant to help prevent.
- ATLAS ID
- AML.M0010
- Priority score
- 40
Covered techniques
Attacks this defense is designed to help with.
AML.T0043.001 - Black-Box Optimization
Input restoration adds an extra layer of unknowns and randomness when an adversary evaluates the input-output relationship.
AML.T0043.002 - Black-Box Transfer
Input restoration can help remediate adversarial inputs.
AML.T0043 - Craft Adversarial Data
Input restoration can help remediate adversarial inputs.
AML.T0031 - Erode AI Model Integrity
Preprocessing model inputs can prevent malicious data from going through the machine learning pipeline.
AML.T0015 - Evade AI Model
Preprocessing model inputs can prevent malicious data from going through the machine learning pipeline.
AML.T0043.004 - Insert Backdoor Trigger
Input restoration can help remediate adversarial inputs.
AML.T0043.003 - Manual Modification
Input restoration can help remediate adversarial inputs.
AML.T0043.000 - White-Box Optimization
Input restoration can help remediate adversarial inputs.
Source
Where this page information comes from.
Original source
Original source links
Open the public records and source datasets used for this page.