Public Datasets

From The Foundation for Best Practices in Machine Learning

Public Datasets

Control

Employ public datasets whose characteristics and Error Rates are well known as a benchmark and/or make the Product evaluation results public.


Aim

To (a) increase the probability of detection adversarial attacks, such as Data Poisoning, by enabling comparison with and by public resources; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information