ResearchBib Share Your Research, Maximize Your Social Impacts
Sign for Notice Everyday Sign up >> Login

Using Support Vector Machine For Classification And Feature Extraction Of Spam In Email

Journal: International Journal of Innovation in Engineering (IJIE) (Vol.2, No. 2)

Publication Date:

Authors : ; ; ; ;

Page : 26-32

Keywords : Email; Spam; SVM; Classification; Feature Extraction;

Source : Downloadexternal Find it from : Google Scholarexternal

Abstract

We provide an overview of recent and successful content-based e-mail spam filtering algorithms in this article. Our main focus is on spam filters based on machine learning and variants influenced by them. We report on significant ideas, methodologies, key endeavors, and the field's current state-of-the-art. The initial interpretation of previous work demonstrates the fundamentals of spam filtering and feature engineering in e-mail. We finish by looking at approaches, procedures, and evaluation standards, as well as exploring intriguing offshoots of recent breakthroughs and proposing directions of future research.

Last modified: 2022-12-20 00:22:26