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基于BP神经网络的病毒检测方法
Method of Virus Detection Based on BP Neural Networks
【摘要】 提出了一种基于BP神经网络的病毒检测方法,该方法成功地把BP神经网络的理论引入计算机病毒的检测中。该方法比传统的病毒检测技术更有效地对系统信息和文件系统进行语法分析,快速地诊断出被感染病毒以及病毒类型。
【Abstract】 In this paper, a new method of computer virus detection on back-propagation neural networks is put forward .This method succees in inducting back-propagation neural networks into the ways of computer virus detecting . In comparing with the traditional methods ,this new detection is more effective in analyzing system information and file system, and can diagnose which kind of computer virus are infected .
【关键词】 BP神经网络;
病毒检测;
计算机病毒;
训练样本;
【Key words】 BP neural networks; Virus detection; Computer virus; Training examples;
【Key words】 BP neural networks; Virus detection; Computer virus; Training examples;
【基金】 国家自然科学基金资助项目(60064002)
- 【文献出处】 计算机工程 ,Computer Engineering , 编辑部邮箱 ,2005年02期
- 【分类号】TP393.08
- 【被引频次】15
- 【下载频次】328