Cynthia Matuszek

Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition

2023

Over the past decade, the machine learning security community has developed a myriad of defenses for evasion attacks. An understudied question in that community is: for whom do these defenses defend? This work considers common …