摘要
针对手机病毒的日益严重,而手机病毒检测技术不成熟的问题,提出了一种新的手机病毒检测方法,该方法基于手机病毒的工作原理和感染方式,把BP神经网络引入到计算机病毒防范检测中,创建了基于BP神经网络的手机病毒检测模型,通过病毒类型映射表来判断病毒类型,仿真结果表明:此方法能很好地检测已知病毒,对未知病毒也可作出一定的检测。
In view of the problem that mobile phone viruses is getting increasingly serious but the detection technology for such viruses is still immature,a new detection approach for mobile phone viruses is proposed.This method is based on the work principle and infection mode of mobile phone viruses,introduces BP neural networks into the defence and the detection of mobile phone viruses,sets up a detection model for mobile phone viruses based on BP neural networks,and judges the type of viruses through virus type mapping table.Simulation result shows that this method can perfectly detect the known viruses,and is able to find the unknown ones to a certain extent.
出处
《计算机应用与软件》
CSCD
2010年第7期283-284,300,共3页
Computer Applications and Software
关键词
手机病毒
病毒原理
BP神经网络
病毒检测
Mobile phone viruses Virus principle BP neural networks Virus detection
