计算机应用研究2017，Vol.34Issue(4)：965-971,7.DOI:10.3969/j.issn.1001-3695.2017.04.002
基于SVM的Android应用程序安全检测综述
Survey on Android application security detection based on SVM
摘要
Abstract
The number of Android applications is huge and increases year by year,which also attractes a growing number of hacker attacks.And it is of great significance to detect and study Android application security.Nowadays the technology of Android application security detection based on SVM is mainly applied to detect Android application vulnerabilities and malicious software,which usually combined with both static and dynamic analysis methods.What's more,malicious software detection can be divided into malicious behavior detection and malicious code detection.So,firstly,according to the field of SVM algorithm applied to Android security detection,this paper made a classification and discusses the related research of SVM algorithm which was applied to the fields of malicious behavior detection,malicious code detection and vulnerability detection in Android applications.Then it summarized the current problems which were still existing in this field,and analyzed the methods to improve SVM and its questions on Android security detection application.Finally,it discussed the prospect for the future development.关键词
Android应用程序/安全检测/SVM/恶意行为/恶意代码/漏洞Key words
Android applications/security detection/SVM/malware/Malcode/vulnerabilities分类
信息技术与安全科学引用本文复制引用
龚明明,吴汉,孙知信..基于SVM的Android应用程序安全检测综述[J].计算机应用研究,2017,34(4):965-971,7.基金项目
国家自然科学基金资助项目(61170276,61373135) （61170276,61373135）
