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FILM: Filtering and Machine Learning for Malware Detection in Edge Computing

Machine learning with static-analysis features extracted from malware files has been adopted to detect malware variants, which is desirable for resource-constrained edge computing and Internet-of-Things devices with sensors; however, this learned model suffers from a misclassification problem becaus...

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Detalles Bibliográficos
Autores principales: Kim, Young Jae, Park, Chan-Hyeok, Yoon, MyungKeun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8949034/
https://www.ncbi.nlm.nih.gov/pubmed/35336322
http://dx.doi.org/10.3390/s22062150