Cardio-ML: Detection of malicious clinical programmings aimed at cardiac implantable electronic devices based on machine learning and a missing values resemblance framework.

Levy-Loboda, Tamar; Rav-Acha, Moshe; Katz, Amos; Nissim, Nir

Levy-Loboda, Tamar; Rav-Acha, Moshe; Katz, Amos; Nissim, Nir.

Afiliación

Levy-Loboda T; Malware Lab, Cyber Security Research Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
Rav-Acha M; Cardiology Department, Shaare Zedek Medical Center, Hebrew University, Jerusalem, Israel.
Katz A; Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Electrophysiology Unit, Cardiology Department, Barzilai University Medical Center, Ashkelon, Israel; Cardiology Institue, Assuta Hospital, Beer-Sheva, Israel.
Nissim N; Malware Lab, Cyber Security Research Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Beer-Sheva, Israel. Electronic address: nirni.n@gmail.com.

Artif Intell Med ; 122: 102200, 2021 12.

Article en En | MEDLINE | ID: mdl-34823834

Asunto(s)

Desfibriladores Implantables; Calidad de Vida; Ecosistema; Electrónica; Humanos; Aprendizaje Automático

Palabras clave

CIED; Cyber-attack; Detection; ICD; Machine learning; Malware; Missing values

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Calidad de Vida / Desfibriladores Implantables Tipo de estudio: Diagnostic_studies Aspecto: Patient_preference Límite: Humans Idioma: En Revista: Artif Intell Med Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article País de afiliación: Israel Pais de publicación: Países Bajos

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