2022 14th International Conference on Computational Intelligence and Communication Networks (CICN) 2022
DOI: 10.1109/cicn56167.2022.10008334
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A Deep Learning based Approach to Android Botnet Detection using Transfer Learning

Abstract: The ever increasing use of mobile phones running the Android OS has created security threats of data breach and botnet-based remote control. To address these challenges, numerous countermeasures have been proposed in the domain of image-based Android Malware Detection (AMD) applying Deep Learning (DL) approaches. This paper proposes, implements and evaluates a solution based on pre-trained CNN models using Transfer Learning feature to identify botnets from the ISCX Android Botnet 2015 dataset. More specificall… Show more

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Cited by 3 publications
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References 15 publications
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