Understanding Variation in Subpopulation Susceptibility to Poisoning Attacks

Evan Rose, Fnu Suya, David Evans

Machine learning is susceptible to poisoning attacks, in which an attacker controls a small fraction of the training data and chooses that data with the goal of inducing some behav…