An Image-Inspired and CNN-Based Android Malware Detection Approach

2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE) ◽

10.1109/ase.2019.00155 ◽

2019 ◽

Author(s):

Xusheng Xiao

Keyword(s):

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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DroidMD: an efficient and scalable Android malware detection approach at source code level

International Journal of Information and Computer Security ◽

10.1504/ijics.2021.116310 ◽

2021 ◽

Vol 15 (2/3) ◽

pp. 299

Author(s):

Junaid Akram ◽

Majid Mumtaz ◽

Gul Jabeen ◽

Ping Luo

Keyword(s):

Source Code ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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An Android Malware Detection Approach Using Community Structures of Weighted Function Call Graphs

IEEE Access ◽

10.1109/access.2017.2720160 ◽

2017 ◽

Vol 5 ◽

pp. 17478-17486 ◽

Cited By ~ 14

Author(s):

Yao Du ◽

Junfeng Wang ◽

Qi Li

Keyword(s):

Malware Detection ◽

Community Structures ◽

Weighted Function ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach ◽

Function Call ◽

Call Graphs

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An Android Malware Detection Approach Using Bayesian Inference

2016 IEEE International Conference on Computer and Information Technology (CIT) ◽

10.1109/cit.2016.76 ◽

2016 ◽

Cited By ~ 4

Author(s):

Che-Hsun Liu ◽

Zhi-Jie Zhang ◽

Sheng-De Wang

Keyword(s):

Bayesian Inference ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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An Optimized Decision Tree based Android Malware Detection Approach using Machine Learning

7th International Conference on Networking, Systems and Security ◽

10.1145/3428363.3428375 ◽

2020 ◽

Author(s):

Mosaddek Hossain ◽

Suzzana Rafi ◽

Shohrab Hossain

Keyword(s):

Machine Learning ◽

Decision Tree ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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An Android Malware Detection Approach Using Weight-Adjusted Deep Learning

2018 International Conference on Computing, Networking and Communications (ICNC) ◽

10.1109/iccnc.2018.8390391 ◽

2018 ◽

Cited By ~ 10

Author(s):

Wenjia Li ◽

Zi Wang ◽

Juecong Cai ◽

Sihua Cheng

Keyword(s):

Deep Learning ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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A Novel Android Malware Detection Approach Based on Convolutional Neural Network

Proceedings of the 2nd International Conference on Cryptography, Security and Privacy - ICCSP 2018 ◽

10.1145/3199478.3199492 ◽

2018 ◽

Cited By ~ 9

Author(s):

Yi Zhang ◽

Yuexiang Yang ◽

Xiaolei Wang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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DroidMD: An Efficient and Scalable Android Malware Detection Approach at Source Code Level

International Journal of Information and Computer Security ◽

10.1504/ijics.2019.10020453 ◽

2019 ◽

Vol 11 (1) ◽

pp. 1

Author(s):

Gul Jabeen ◽

Ping Luo ◽

Majid Mumtaz ◽

Junaid Akram

Keyword(s):

Source Code ◽

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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A New Android Malware Detection Approach Using Bayesian Classification

2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA) ◽

10.1109/aina.2013.88 ◽

2013 ◽

Cited By ~ 94

Author(s):

S. Y. Yerima ◽

S. Sezer ◽

G. McWilliams ◽

I. Muttik

Keyword(s):

Malware Detection ◽

Bayesian Classification ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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Onamd: An Online Android Malware Detection Approach

2018 International Conference on Machine Learning and Cybernetics (ICMLC) ◽

10.1109/icmlc.2018.8526997 ◽

2018 ◽

Cited By ~ 1

Author(s):

Rubata Riasat ◽

Muntaha Sakeena ◽

Abdul Hannan Sadiq ◽

Yong-Ji Wang

Keyword(s):

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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An Android Malware Detection Approach Based on SIMGRU

IEEE Access ◽

10.1109/access.2020.3007571 ◽

2020 ◽

Vol 8 ◽

pp. 148404-148410

Author(s):

Hanxun Zhou ◽

Xinlin Yang ◽

Hong Pan ◽

Wei Guo

Keyword(s):

Malware Detection ◽

Android Malware ◽

Android Malware Detection ◽

Detection Approach

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