| 基于Android防火墙日志系统的研究与实现 |
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| 引用本文： | 康海燕,陈然,苑晓姣,李清华.基于Android防火墙日志系统的研究与实现[J].北京机械工业学院学报,2012(4):7-11. |
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| 作者姓名： | 康海燕 陈然 苑晓姣 李清华 |
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| 作者单位： | [1]北京信息科技大学信息管理学院,北京100192 [2]北京信息科技大学计算机学院,北京100192 |
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| 基金项目： | 北京市教委科技计划面上项目（KN201211232014）;教育部人文社会科学项目（11YJC870011）;北京市高校学术创新团队建设计划项目（PHR201106133） |
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| 摘 要： | 针对Android防火墙中的日志系统以及基于日志的入侵检测技术进行了深入研究,提出了误用检测和异常检测相结合的方法对手机防火墙日志进行入侵检测,同时将数据挖掘相关领域的理论和技术应用于入侵检测技术中,通过自主学习和分析各种隐私日志,建立和更新正常特征库和误用特征库,从而实现用户隐私保护,并能对一些木马进行查杀与修复。实验结果证明,该方法对入侵行为具有较高的检测率和较低的误报率,具有较大的实际应用意义。
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| 关 键 词： | 防火墙 日志 Android 隐私保护 |
A study on firewall log for enhancing privacy on Android |
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| KANG Hai-yan CHEN Ran YUAN Xlao-jlao,LI Qing-hua.A study on firewall log for enhancing privacy on Android[J].Journal of Beijing Institute of Machinery,2012(4):7-11. |
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| Authors: | KANG Hai-yan CHEN Ran YUAN Xlao-jlao LI Qing-hua |
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| Affiliation: | 1. School of Information Management, Beijing Information Science and Technology University, Beijing 100192, China; 2. School of Computer, Beijing Information Science and Technology University, Beijing 100192, China |
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| Abstract: | This paper is to study firewall log and log-based intrusion detection technology. A method that combines misuse detection and anomaly detection is proposed to analyze firewall log for intrusion detection. The theory of data mining is applied in related areas and technology for intrusion detection. Normal and misuse feature database are created and updated through self-study and analysis of firewall logs in order to achieve user privacy protection. Experiments show that this method has a high intrusion detection rate and low false alarm rate, with a great significance of practical application. |
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| Keywords: | firewall log Android privacy preserving |
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