Meta-learning for multi-family Android malware classification

• المؤلفون الرئيسيون: LI, Yao, YUAN, Dawei, ZHANG, Tao, CAI, Haipeng, LO, David, GAO, Cuiyun, LUO, Xiapu, JIANG, He
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2024
• الموضوعات: Android; malware family; meta-learning; classification; Information Security; Software Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/9429; https://ink.library.smu.edu.sg/context/sis_research/article/10429/viewcontent/3664806_pvoa_cc_by.pdf

With the emergence of smartphones, Android has become a widely used mobile operating system. However, it is vulnerable when encountering various types of attacks. Every day, new malware threatens the security of users' devices and private data. Many methods have been proposed to classify malici...