Dravyansh Sharma

Robustly-reliable learners under poisoning attacks

2022 · arXiv (Cornell University)

Data poisoning attacks, in which an adversary corrupts a training set with the goal of inducing specific desired mistakes, have raised substantial concern: even just the possibility of such an attack can make a user …