General Susceptibility - Information

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Security > General Susceptibility - Information

General Susceptibility - Information

Control

Document, assess and control the general susceptibility to attack due to information obtainable by attackers, by considering (a) sensitivity to input noise and/or noise as a protective measure; (b) the amount of information an adversarial actor may obtain from over-extensive logging; and/or (c) whether providing confidence scores as Output is beneficial to adversarial actors.


Aim

To (a) warrant and control the risk of Adversarial Attacks in general; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information