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  • 标题:E-mail Spam Filtering Using Genetic Algorithm: A Deeper Analysis
  • 本地全文:下载
  • 作者:Mandeep Chowdhary ; V. S. Dhaka
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2015
  • 卷号:6
  • 期号:3
  • 页码:2272-2276
  • 出版社:TechScience Publications
  • 摘要:In the present scenario, Electronic mail holds an intrinsic and an inevitable aspect of all. This attunes spammers on a positive note to utilizing electronic mails to selling their products. Some of the email providers share email data, thus helping spammers to send e-mails in consonance with the end user needs and interests. Henceforth, mailbox gets flooded with spam mails and removal of such mails gets very annoying for the users. A mechanism is needed wherein spam mails can be ‘prevented’ with a simple procedure. This paper details a genetic algorithm based email filtering process which is evolutionary in nature. The process detailed in the paper allows end users to inhibit spam mails on a single click thereby automatically blocking emails with a similar content. Moreover, various variations are also done for deeper analysis of the algorithm.
  • 关键词:E-mail; SPAM; HAM; Genetic Algorithms
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