A Novel Dynamic Android Malware Detection System With Ensemble Learning

• Published in: IEEE access Vol. 6; pp. 30996 - 31011
• Main Authors: Feng, Pengbin, Ma, Jianfeng, Sun, Cong, Xu, Xinpeng, Ma, Yuwan
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Android malware detection; Android security; Androids; dynamic analysis; Encryption; Ensemble learning; Feature extraction; Heuristic algorithms; Humanoid robots; Machine learning; Malware; Mobile operating systems; Monitoring; Smartphones; Static analysis

With the popularity of Android smartphones, malicious applications targeted Android platform have explosively increased. Proposing effective Android malware detection method for preventing the spread of malware has become an emerging issue. Various features extracted through static and dynamic analy...