Poisoning Bayesian Inference via Data Deletion and Replication

Matthieu Carreau, Roi Naveiro, William N. Caballero

Research in adversarial machine learning (AML) has shown that statistical models are vulnerable to maliciously altered data. However, despite advances in Bayesian machine learning…