A Novel Approach for Android Malware Detection and Classification using Convolutional Neural Networks

Proceedings of the 15th International Conference on Software Technologies ◽

10.5220/0009822906060614 ◽

2020 ◽

Author(s):

Ahmed Lekssays ◽

Bouchaib Falah ◽

Sameer Abufardeh

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Novel Approach ◽

Malware Detection And Classification

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Andro_MD: Android Malware Detection based on Convolutional Neural Networks

10.23940/ijpe.18.03.p15.547558 ◽

2018 ◽

Author(s):

Nannan Xie

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection

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Android Malware Detection Using Convolutional Neural Networks

Advances in Intelligent Systems and Computing - Data Engineering and Intelligent Computing ◽

10.1007/978-981-16-0171-2_15 ◽

2021 ◽

pp. 151-162

Author(s):

A. Lakshmanarao ◽

M. Shashi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection

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Android Malware Detection Based on Convolutional Neural Networks

Proceedings of the 3rd International Conference on Computer Science and Application Engineering - CSAE 2019 ◽

10.1145/3331453.3361306 ◽

2019 ◽

Author(s):

Zhiqiang Wang ◽

Gefei Li ◽

Yaping Chi ◽

Jianyi Zhang ◽

Tao Yang ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection

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Android Malware Detection using Sequential Convolutional Neural Networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1168/6/062010 ◽

2019 ◽

Vol 1168 (6) ◽

pp. 062010

Author(s):

XingPing Sun ◽

JiaYuan Peng ◽

HongWei Kang ◽

Yong Shen

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection

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Android malware detection using convolutional neural networks and data section images

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems - RACS '18 ◽

10.1145/3264746.3264780 ◽

2018 ◽

Author(s):

Jaemin Jung ◽

Jongmoo Choi ◽

Seong-je Cho ◽

Sangchul Han ◽

Minkyu Park ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

Data Section ◽

Android Malware Detection

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One-dimensional convolutional neural networks for Android malware detection

2018 IEEE 14th International Colloquium on Signal Processing & Its Applications (CSPA) ◽

10.1109/cspa.2018.8368693 ◽

2018 ◽

Author(s):

Chihiro Hasegawa ◽

Hitoshi Iyatomi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Malware Detection ◽

Android Malware ◽

One Dimensional ◽

Android Malware Detection

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Android Malware Detection and Classification Based on Network Traffic Using Deep Learning

2021 7th International Conference on Web Research (ICWR) ◽

10.1109/icwr51868.2021.9443025 ◽

2021 ◽

Author(s):

Mahshid Gohari ◽

Sattar Hashemi ◽

Lida Abdi

Keyword(s):

Deep Learning ◽

Network Traffic ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Malware Detection And Classification

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DeepRefiner: Multi-layer Android Malware Detection System Applying Deep Neural Networks

2018 IEEE European Symposium on Security and Privacy (EuroS&P) ◽

10.1109/eurosp.2018.00040 ◽

2018 ◽

Author(s):

Ke Xu ◽

Yingjiu Li ◽

Robert H. Deng ◽

Kai Chen

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Detection System ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection

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A framework for Android Malware detection and classification

2018 IEEE 5th International Conference on Engineering Technologies and Applied Sciences (ICETAS) ◽

10.1109/icetas.2018.8629270 ◽

2018 ◽

Author(s):

Muhammad Murtaz ◽

Hassan Azwar ◽

Syed Baqir Ali ◽

Saad Rehman

Keyword(s):

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Malware Detection And Classification

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Deep android malware detection and classification

2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) ◽

10.1109/icacci.2017.8126084 ◽

2017 ◽

Author(s):

R. Vinayakumar ◽

K. P. Soman ◽

Prabaharan Poornachandran

Keyword(s):

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Malware Detection And Classification

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