Swarm optimization and machine learning for android malware detection

HIGHLIGHTS

• who: Tech Science Press and collaborators from the Centurion University of Technology and Management, Paralakhemundi, Odisha, India have published the paper: Swarm Optimization and Machine Learning for Android Malware Detection, in the Journal: (JOURNAL)
• what: The aim of this research is to find the most informative features of API calls to improve the android malware detection accuracy. This work investigates a hybrid dimensionality reduction strategy for feature space using an autoencoder and swarm optimization. To focusing on dimensionality reduction, this research proposes an artificial neuronal classifier, which combines artificial neural_networks and machine_learning approaches.
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