General Intelligent Real-time Anti-spam Machine, The Design And Realization

The topic of the paper is "the design and realization of the usual intelligent real-time anti-spam machine ".It makes a deep research of a completely new structure of anti-spam system.This system has great application values.One of the important applications of internet is e-mail.There are about 10% spams in 1.4 billion e-mails every day. The spams take up a large number of network resources,system resources and store resources of the email service provider.Firstly,the paper introduces the protocals of email system , the principles of anti-spam syetem. The email system belongs to the application level.We analyse the protocals and principles of email system in order to know the lifecycle of spam's birth, transmission and its receiving,so we can identify the spam and capture it exactly.The mail protocals connected with anti-spam system are SMTP and MIME. The traditional anti-spam technologies are client filter,client tools,server filter and firewall and so on,but present technology and solution can't cotrol the flood of spam on internet. Secondly in the paper we set forth the virtues and the flaws of genetic algorithms , then we put forward a new anti-spam solution,the usual intelligent and real-time anti-spam machine .Using the GA to choose feature subset lowers the load of the anti-spam sysytem by mining the feature property which is related to spam .Thirdly,we particularly introduce the usual intelligent real-time anti-spam machine framework,the relation of all module's function.The data structures of database are defined in the paper.we make a comprehensive research about the development of usual intelligent and real-time anti-spam machine from the aspects of system analysis,sytem design,system realization and system test. Additionaly,this paper also gives a introduction of the design and realizaton of server module and console module.Finally,we program the function and technology in next version on the base of the current version test.