An Investigation of Data Poisoning Defenses for Online Learning

Yizhen Wang, Somesh Jha, Kamalika Chaudhuri

Data poisoning attacks -- where an adversary can modify a small fraction of training data, with the goal of forcing the trained classifier to high loss -- are an important threat f…