Reassessing feature-based Android malware detection in a contemporary context
Table 2
Result comparison between Peiravian and Zhu [16] and our reimplementation, showing the effect of feature type (Perm: permissions alone, API: API calls alone, Combined: permissions and API calls) and ML model choice on performance metrics.
For this and subsequent results tables, the figures on the left are reproduced from the original publication, and those on the right are from our reimplementation. Where values on the left are missing (-), this indicates that these metrics were not published in the original study.