JOURNAL ARTICLE

Email Spam Detection using Naïve Bayes Algorithm

G. RevathiK. N. Brahmaji RaoG. Sita Ratnam

Year: 2022 Journal:   International Journal for Research in Applied Science and Engineering Technology Vol: 10 (9)Pages: 653-655   Publisher: International Journal for Research in Applied Science and Engineering Technology (IJRASET)

Abstract

Abstract: Email Spam has become a vital issue currently, with high-speed growth of internet users. Some people are using them for illegal conducts, phishing and fraud. Sending malicious link through spam emails which can harm our system and may also they will seek into our system. The need of email spam detection is to prevent spam messages from lagging into user’s inbox so it’ll improve user experience. This project will identify those spam emails by using machine learning approach. Machine learning is one amongst the applications of Artificial Intelligence that allow systems to read and improve from experience without being specific programmed. This paper will discuss the machine learning algorithm which is Naïve Bayes. It is a probabilistic classifier, which means it predicts on the idea of the probability of an object and it is selected for the email spam detection having best precision and accuracy.

Keywords:
Computer science Naive Bayes classifier Machine learning Phishing Artificial intelligence The Internet Bag-of-words model Classifier (UML) Forum spam Harm Spambot Spamming Support vector machine World Wide Web

Metrics

2
Cited By
0.76
FWCI (Field Weighted Citation Impact)
0
Refs
0.74
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Spam and Phishing Detection
Physical Sciences →  Computer Science →  Information Systems
Data Mining and Machine Learning Applications
Physical Sciences →  Computer Science →  Information Systems
Artificial Intelligence in Healthcare
Health Sciences →  Health Professions →  Health Information Management

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