Author

Md Rafid Islam

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#machine learning Preprint Aug 2026

Classifier-Dependent Benefits of Pseudo-Labeling for Semi-Supervised Android Malware Attribution

A systematic evaluation of pseudo-labeling across six classifiers on the CICMalDroid 2020 dataset, using five-fold stratified cross-validation and paired t-tests across five labeled ratios, finds that SSL benefit is strongly classifier-dependent.

Md Rafid Islam, Zahid Hasan, Hafizah Rahman · 0 citations