Threats of Medical AI

Deepfake histological images for enhancing digital pathology

Authors: Kianoush Falahkheirkhah, Saumya Tiwari, Kevin Yeh, Sounak Gupta, Loren Herrera-Hernandez, Michael R. McCarthy, Rafael E. Jimenez, John C. Cheville, Rohit Bhargava | Published: 2022-06-16
Algorithm
Threats of Medical AI
Performance Evaluation

One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer

Authors: Joni Korpihalkola, Tuomo Sipola, Samir Puuska, Tero Kokkonen | Published: 2020-12-01 | Updated: 2021-11-02
Challenges of Data Labeling
Threats of Medical AI
Adversarial Attack Methods