Title :
Bayesian filter based on Anti-Spam Grid
Author :
Ye, Liang ; Zhong, Weiming ; Xiong, Zhiyong ; Liu, Peng
Author_Institution :
Dept. of Comput. Eng., Suzhou Vocational Univ., Suzhou, China
Abstract :
Due to the gradual increasing of spam´s harm to the society, the anti-spam technology has been the focus of attention of all sectors. In this paper, we bring forward the Bayesian filter technology based on Anti-Spam Grid, which can realize the cooperation among various servers and comprehensive utilization of grid resources, and ultimately improve the accuracy and efficiency of spam filtering. We analyze the Anti-Spam Grid, design and implement the grid-based Bayesian filter, and experimentally verify the effect of the filtering system.
Keywords :
belief networks; client-server systems; e-mail filters; Bayesian filter; anti-spam grid; grid resources; servers; spam filtering; Bayesian methods; Data mining; Ecosystems; Electronic mail; Filtering; Filters; Network servers; Postal services; Web and internet services; Web server; Anti-spam; Bayesian; Grid;
Conference_Titel :
E-Health Networking, Digital Ecosystems and Technologies (EDT), 2010 International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-5514-0
DOI :
10.1109/EDT.2010.5496577
