Defense Strength Assessment

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Security > Defense Strength Assessment

Input and Output Vulnerability

Control

Document and assess the vulnerability of the Product and related systems to direct manipulation of inputs and Outputs. Direct Output manipulation if possible is the most straightforward, simplest, cheapest and hardest to detect attack


Aim

To (a) create redundancy with input and inferencing hyperparameter susceptibility; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information