Evasion Attacks

From The Foundation for Best Practices in Machine Learning

Evasion Attacks

Control

Document and assess whether Product Subjects gain advantage from evading and/or manipulating the Product Outputs. Document and assess whether adversarial actors stand to gain advantage in manipulating Product Subject by evading and/or manipulating Product Output.


Aim

To (a) identify the risks associated with Product Output manipulation in regard to malicious and nefarious motives; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information