Effective and Explainable Detection of Android Malware Based on Machine Learning Algorithms

@inproceedings{Kumar2018EffectiveAE,
  title={Effective and Explainable Detection of Android Malware Based on Machine Learning Algorithms},
  author={Rajesh Kumar and Zhang Xiaosong and Riaz Ullah Khan and Kandagadla Ashok Kumar and Ishtiyaq Ahad},
  booktitle={ICCAI 2018},
  year={2018}
}
The across the board reception of android devices and their ability to get to critical private and secret data have brought about these devices being focused by malware engineers. Existing android malware analysis techniques categorized into static and dynamic analysis. In this paper, we introduce two machine learning supported methodologies for static analysis of android malware. The First approach based on statically analysis, content is found through probability statistics which reduces the… CONTINUE READING

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