JOURNAL ARTICLE

E-mail Spam Filtering Using Adaptive Genetic Algorithm

Jitendra ShrivastavaM. Hima Bindu

Year: 2014 Journal:   International Journal of Intelligent Systems and Applications Vol: 6 (2)Pages: 54-60

Abstract

Now a day's everybody email inbo x is fu ll with spam mails.The problem with spam mails is that they are not malicious in nature so generally don't get blocked with firewall or filters etc., however, they are unwanted mails received by any internet users.In 2012, more that 50% emails of the total emails were spam emails.In this paper, a genetic algorith m based method for spam email filtering is discussed with its advantages and dis-advantages.The results presented in the paper are pro mising and suggested that GA can be a good option in conjunction with other e-mail filtering techniques can provide more robust solution.

Keywords:
Computer science Firewall (physics) Spamming The Internet Forum spam Genetic algorithm Spambot Computer security World Wide Web Machine learning

Metrics

23
Cited By
8.88
FWCI (Field Weighted Citation Impact)
22
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Spam and Phishing Detection
Physical Sciences →  Computer Science →  Information Systems
Network Security and Intrusion Detection
Physical Sciences →  Computer Science →  Computer Networks and Communications
Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence

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