Regularized Robustly Reliable Learners and Instance Targeted Attacks

Avrim Blum, Donya Saless

Instance-targeted data poisoning attacks, where an adversary corrupts a training set to induce errors on specific test points, have raised significant concerns. Balcan et al (2022)…