Online Appendix to “Beyond Reported Accuracy: A Survey and Comparability Audit of Machine-Learning Android Malware Detection, 2009–2025”

Description

This appendix contains the full study grid of the article (Appendix A: Tables A1–A10, one per technique group, with one row per grid entry (114 entries, 113 studies)) the two mechanism probes summarised in Section 7 of the article (Appendix B, Table B1), and further analyses (Appendix C): the collisions in the permission space and the corpus-size description, summarised in Sections 6.2 and 5.3 of the article, the full results of the further checks of the family holdout, summarised in Section 6.2, the patterns that distinguish the technique groups, summarised in Section 4.2, the interpretive chronology of the grid (Table C1), referred to in Section 4, and the feature families with their acquisition cost and failure modes (Table C2). The reference list is the article’s, with the same numbering.The markers and the extraction rules are defined in Section 3 of the article and repeated in the caption of Table A1.

Institutions

• DAV University

  Punjab, Jalandhar

Categories

Licence