Periodic Review and Validation

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Security > Periodic Review and Validation

Periodic Review and Validation

Control

If motive and risk for Adversarial Attack is high, perform more stringent and frequent review and validation activities.


Aim

To (a) warrant and control the risk of Adversarial Attacks in general by increasing detection probability and fixing vulnerabilities quickly; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information