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FedDroidMeter: A Privacy Risk Evaluator for FL-Based Android Malware Classification Systems

In traditional centralized Android malware classifiers based on machine learning, the training sample uploaded by users contains sensitive personal information, such as app usage and device security status, which will undermine personal privacy if used directly by the server. Federated-learning-base...

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Detalles Bibliográficos
Autores principales: Jiang, Changnan, Xia, Chunhe, Liu, Zhuodong, Wang, Tianbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378591/
https://www.ncbi.nlm.nih.gov/pubmed/37510000
http://dx.doi.org/10.3390/e25071053