When Stronger Triggers Backfire: A High-Dimensional Theory of Backdoor Attacks

Donald Flynn, Hadas Yaron Goldhirsh, Jonathan P. Keating +1

Backdoor poisoning attacks behave counter-intuitively in high dimensions: stronger training triggers can help the defender. We study regularised generalised linear models on Gaussi…