计算机科学 ›› 2016, Vol. 43 ›› Issue (3): 199-205.doi: 10.11896/j.issn.1002-137X.2016.03.037
张希远,张刚,沈立炜,彭鑫,赵文耘
ZHANG Xi-yuan, ZHANG Gang, SHEN Li-wei, PENG Xin and ZHAO Wen-yun
摘要： 基于安卓的智能设备的普及和移动互联网的发展带来了安卓应用的繁荣,但同时也带来了移动应用的开发、维护、安全等方面的问题。采取了多种技术,提取了安卓应用的功能描述、权限声明及源代码,并基于这些信息对1173个安卓应用进行了统计分析、相似度计算、聚类以及交叉对比；利用多个维度的安卓应用特征相似度分析,初步得到了安卓应用多个维度的相关规律,其可辅助不同的安卓应用的开发和管理任务,如权限过度声明检测、重打包检测、应用描述完善、领域内的公共类库的发现和提取等,从而帮助改善安卓市场的生态并提高安卓应用的开发效率。
| [1] Smartphone OS market share,Q3 2014.[2014-12-14].http://www.idc.com/prodserv/smartphone-os-market-share.jsp [2] Zhou W,Zhou Y,Jiang X,et al.Detecting repackaged smartphone applications in third-party android marketplaces[C]∥Proceedings of the 2nd ACM Conference on Data and Application Security and Privacy,2012.ACM,2012:317-326 [3] Zhou Y,Jiang X.Dissecting android malware:Characterization and evolution[C]∥IEEE Symposium on Security and Privacy,2012.IEEE,2012:95-109 [4] Zhu Jiao,Li Hong-wei,Peng Xin,et al.On Relationship of Functions and Permissions in Android Applications[J].Computer Applications and Software,2014,1(10):27-33 [5] F-Droid | Free and Open Source Android App Repository.[2014-12-14] .https://f-droid.org/ [6] Manifest.permission.[2014-12-14].http://developer.an-droid.com/reference/android/Manifest.permission.html [7] Miller G A,Beckwith R,Fellbaum C,et al.Introduction to word-net:An on-line lexical database[J].International Journal of Lexicography,1990,3(4):235-244 [8] Wu Z,Palmer M.Verbs semantics and lexical selection[C]∥Proceedings of the 32nd Annual Meeting on Association for Computational Linguistics,1994.1994:133-138 [9] Jaccard_index.[2014-12-14].http://en.wikipedia.org/wiki/Jaccard_index [10] Kamiya T,Kusumoto S,Inoue K.CCFinder:a multilinguistic token-based code clone detection system for large scale source code[J].IEEE Transactions on Software Engineering,2002,28(7):654-670 [11] Google Play.[2014-12-14].https://play.google.com/store [12] Spectral Clusterer for WEKA.[2014-12-14].http://www.luigidragone.com/software/spectral-clusterer-for-weka/ [13] Spectral Clustering.[2014-12-14].http://en.wikipedia.org/wiki/Spectral_clustering [14] ActionBarSherlock.[2014-12-14].http://actionbarsher-lock.com [15] Jiang H,Ma H,Ren Z,et al.What makes a good app description?[C]∥Proceedings of the 6th Asia-Pacific Symposium on Internetware,2014.ACM,2014:45-53 [16] Pandita R,Xiao X,Yang W,et al.WHYPER:Towards Automating Risk Assessment of Mobile Applications[C]∥Proceedings of the 22nd Conference on USENIX Security Symposium,2013.2013:527-542 [17] Gorla A,Tavecchia I,Gross F,et al.Checking app behavioragainst app descriptions[C]∥ Proceedings of the 36th International Conference on Software Engineering,2014.ACM,2014:1025-1035 [18] Hanna S,Huang L,Wu E,et al.Juxtapp:A scalable system for detecting code reuse among android applications[M]∥Detection of Intrusions and Malware,and Vulnerability Assessment.Springer Berlin Heidelberg,2013:62-81 [19] Sun X,Zhongyang Y,Xin Z,et al.Detecting Code Reuse in Android Applications Using Component-Based Control Flow Graph[M]∥ICT Systems Security and Privacy Protection.Springer Berlin Heidelberg,2014:142-155 |
| No related articles found! |
|
||
首页