A Certified Robustness Framework for Backdoor Poisoning Attacks using $f$-Divergences

Evan Rose, Alina Oprea

Machine learning systems trained on untrusted data are vulnerable to data and backdoor poisoning attacks, in which an adversary corrupts training and test samples to manipulate pre…