Litcius/Paper detail

Deep learning models for electrocardiograms are susceptible to adversarial attack

Xintian Han, Yuxuan Hu, Luca Foschini, Larry A. Chinitz, Lior Jankelson, Rajesh Ranganath

2020Nature Medicine138 citationsDOIOpen Access PDF

Topics & Concepts

Adversarial systemArtificial intelligenceDeep learningComputer scienceMachine learningClassifier (UML)Deep neural networksArtificial neural networkRaw dataVulnerability (computing)Computer securityProgramming languageCardiac electrophysiology and arrhythmiasAdversarial Robustness in Machine LearningElectrostatic Discharge in Electronics