Search Results for author: Takumi Miyawaki

Found 1 papers, 0 papers with code

Explainability Matters: Backdoor Attacks on Medical Imaging

no code implementations30 Dec 2020 Munachiso Nwadike, Takumi Miyawaki, Esha Sarkar, Michail Maniatakos, Farah Shamout

Extensive evaluation of a state-of-the-art architecture demonstrates that by introducing images with few-pixel perturbations into the training set, an attacker can execute the backdoor successfully without having to be involved with the training procedure.

Cannot find the paper you are looking for? You can Submit a new open access paper.