High Accuracy Detection of Mobile Malware Using Machine Learning

被引:0
|
作者
Yerima, Suleiman Y. [1 ]
机构
[1] De Montfort Univ, Cyber Technol Inst, Sch Comp Sci & Informat, Leicester LE1 9BH, England
关键词
D O I
10.3390/electronics12061408
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
下载
收藏
页数:3
相关论文
共 50 条
  • [1] A Survey on Mobile Malware Detection Methods using Machine Learning
    Kambar, Mina Esmail Zadeh Nojoo
    Esmaeilzadeh, Armin
    Kim, Yoohwan
    Taghva, Kazem
    2022 IEEE 12TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2022, : 215 - 221
  • [2] Using GANs to Improve the Accuracy of Machine Learning Models for Malware Detection
    Simion, Ciprian-Alin
    Balan, Gheorghe
    Gavrilut, Dragos Teodor
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2022, 2022, 13756 : 399 - 410
  • [3] Malware Detection in Android Mobile Platform using Machine Learning Algorithms
    Al Ali, Mariam
    Svetinovic, Davor
    Aung, Zeyar
    Lukman, Suryani
    2017 INTERNATIONAL CONFERENCE ON INFOCOM TECHNOLOGIES AND UNMANNED SYSTEMS (TRENDS AND FUTURE DIRECTIONS) (ICTUS), 2017, : 763 - 768
  • [4] Android Mobile Malware Detection Using Machine Learning: A Systematic Review
    Senanayake, Janaka
    Kalutarage, Harsha
    Al-Kadri, Mhd Omar
    ELECTRONICS, 2021, 10 (13)
  • [5] Dynamic Detection of Mobile Malware Using Smartphone Data and Machine Learning
    de Wit, J. S. Panman
    Bucur, D.
    van der Ham, J.
    DIGITAL THREATS: RESEARCH AND PRACTICE, 2022, 3 (02):
  • [6] High accuracy android malware detection using ensemble learning
    Yerima, Suleiman Y.
    Sezer, Sakir
    Muttik, Igor
    IET INFORMATION SECURITY, 2015, 9 (06) : 313 - 320
  • [7] Malware Detection Using Machine Learning
    Kumar, Ajay
    Abhishek, Kumar
    Shah, Kunjal
    Patel, Divy
    Jain, Yash
    Chheda, Harsh
    Nerurka, Pranav
    KNOWLEDGE GRAPHS AND SEMANTIC WEB, KGSWC 2020, 2020, 1232 : 61 - 71
  • [8] Evaluation of machine learning classifiers for mobile malware detection
    Fairuz Amalina Narudin
    Ali Feizollah
    Nor Badrul Anuar
    Abdullah Gani
    Soft Computing, 2016, 20 : 343 - 357
  • [9] Evaluation of machine learning classifiers for mobile malware detection
    Narudin, Fairuz Amalina
    Feizollah, Ali
    Anuar, Nor Badrul
    Gani, Abdullah
    SOFT COMPUTING, 2016, 20 (01) : 343 - 357
  • [10] A Systematic Overview of the Machine Learning Methods for Mobile Malware Detection
    Kim, Yu-kyung
    Lee, Jemin Justin
    Go, Myong-Hyun
    Kang, Hae Young
    Lee, Kyungho
    SECURITY AND COMMUNICATION NETWORKS, 2022, 2022