LSTM-Based Hierarchical Denoising Network for Android Malware Detection

Mobile security is an important issue on Android platform. Most malware detection methods based on machine learning models heavily rely on expert knowledge for manual feature engineering, which are still difficult to fully describe malwares. In this paper, we present LSTM-based hierarchical denoise...

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Bibliographic Details
Main Authors: Jinpei Yan, Yong Qi, Qifan Rao
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2018/5249190