Android平台垃圾短信检测及防范研究
Research on Spam SMS Detection and Prevention on Android Platform
摘要: 当前移动终端的发展十分迅速，其中Android平台以其开放性占据了很大的市场份额。然而Android平台由于开放性，其面临的安全威胁十分突出，尤其是来自垃圾短信的威胁。本文研究了现阶段Android平台面临的垃圾短信骚扰问题，并针对垃圾短信检测提出了结合黑名单和贝叶斯算法的检测方法。本文实现的系统经测试能达到过滤垃圾短信的目的，并有效抵御垃圾短信的骚扰。
Abstract: Mobile terminal is currently a fast developing area, among which Android holds quite a big market share. But Android faces huge security threats due to its platform openness, especially threats from spam SMS. This dissertation researches on spam SMS problems and proposes a method by combining blacklist and Bayesian Algorithm on the detection of spam SMS. By testing the implemented system, the purpose of filtering and effectively resisting harassment from spam SMS has been achieved.
文章引用：李寅, 范明钰, 王光卫. Android平台垃圾短信检测及防范研究[J]. 数据挖掘, 2012, 2(2): 16-20. http://dx.doi.org/10.12677/hjdm.2012.22004

参考文献

[1] 戴沁芸, 王允非. 网络安全迎来3G时代[J]. 信息安全与通信保密, 2010, 11(5): 34-37.
[2] 何培舟, 温向明, 郑伟. 垃圾短信的防治方法研究[J]. 通信技术, 2008, 41(12): 340-341.
[3] 落红卫, 孙萌. 移动终端安全威胁和防护措施[J]. 现代电信科技, 2009, 39(11): 24-25.
[4] 张尼, 张智江, 宋建, 李晓宇. 垃圾短消息过滤技术综述[J]. 移动通信, 2009, 33(6): 17-21.
[5] S. Dixit, S. Gupta and C. V. Ravishankar. Lohit: An online detection & control system for cellular SMS spam. Proceedings of the IASTED International Conference Communication, Network and Information Security, Phoenix, 2005: 52-54.
[6] M. H. Shirali-Shahreza, M. Shirali-Shahreza. An anti-SMS-spam using CAPTCHA. ISECS International Colloquium on Com- puting, Communication, Control and Management, Guangzhou, 2008: 320.
[7] J. M. G. Hidalgo, G. C. Bringas, E. P. Sánz and F. C. García. Content based SMS spam filtering. Proceedings of the ACM Symposium on Document Engineering, New York, 2006: 107.
[8] 吴文俊. 一种垃圾短消息过滤与举报系统Mobile客户端的设计与实现[D]. 北京大学, 2009.
[9] 潘文锋. 基于内容的垃圾邮件过滤研究[D]. 中国科学院计算技术研究所, 2004.

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