Training-Time Attacks against k-Nearest Neighbors

Ara Vartanian, Will Rosenbaum, Scott Alfeld

Nearest neighbor-based methods are commonly used for classification tasks and as subroutines of other data-analysis methods. An attacker with the capability of inserting their own…