Concept drift consistently lowers Android malware detection accuracy across nine machine learning and deep learning algorithms and two large language models, on two datasets.
Limondroid: a system coupling three signature- based schemes for profiling android malware,
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Empirical Evaluation of Concept Drift in ML-Based Android Malware Detection
Concept drift consistently lowers Android malware detection accuracy across nine machine learning and deep learning algorithms and two large language models, on two datasets.