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The new and disruptive technologies for ensuring smartphone security are very limited and largely scattered. The available options and gaps in this research area must be analysed to provide valuable insights about the present technological environment. This work illustrates the research landscape by mapping the existing literature to a comprehensive taxonomy with four categories. The first category includes review and survey articles related to smartphone security. The second category includes papers on smartphone security solutions. The third category includes smartphone malware studies that examine the security aspects of smartphones and the threats posed by malware. The fourth category includes ranking, clustering and classification studies that classify malware based on their families or security risk levels. Several smartphone security apps have also been analysed and compared based on …