On KronoDroid Android malware classifiers, SHAP proves the most informative explainability tool, while LIME, ELI5, and Random Forest weights produce mutually inconsistent feature rankings.
Understanding privacy awareness in Android app descriptions using deep learning
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XAI and Android Malware Models
On KronoDroid Android malware classifiers, SHAP proves the most informative explainability tool, while LIME, ELI5, and Random Forest weights produce mutually inconsistent feature rankings.