AI Techniques for Spam Email Detection.

Spam emails pose a significant challenge to internet users, leading to economic losses and security threats. This study introduces a hybrid spam detection approach combining Particle Swarm Optimization (PSO) for feature selection with machine learning models such as Support Vector Machines (SVM), Naïve Bayes, and Decision Trees. As spam tactics evolve, AI-driven techniques provide robust solutions for filtering malicious content. By leveraging advanced feature extraction methods, this research aims to enhance spam classification accuracy and mitigate cybersecurity risks.

Authors

Publication Details

Journal
International Journal For Multidisciplinary Research
Published
2025-05-29
DOI
https://doi.org/10.36948/ijfmr.2025.v07i03.46377
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Techniques for Spam Email Detection.

Hitesh Sharma, Kalpana Jaswal, Surendra Kumar, Ajay
International Journal For Multidisciplinary Research
Spam and Phishing Detection
article

AI Techniques for Spam Email Detection.

Hitesh Sharma, Kalpana Jaswal, Surendra Kumar, Ajay
article en

Abstract

Spam emails pose a significant challenge to internet users, leading to economic losses and security threats. This study introduces a hybrid spam detection approach combining Particle Swarm Optimization (PSO) for feature selection with machine learning models such as Support Vector Machines (SVM), Naïve Bayes, and Decision Trees. As spam tactics evolve, AI-driven techniques provide robust solutions for filtering malicious content. By leveraging advanced feature extraction methods, this research aims to enhance spam classification accuracy and mitigate cybersecurity risks.

International Journal For Multidisciplinary ResearchVol. 7(3)
Openalex Percentile: Top 83%
Spam and Phishing Detection
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AI Techniques for Spam Email Detection. — Hitesh Sharma, Kalpana Jaswal, et al. · International Journal For Multidisciplinary Research (2025) | TGRS Research Map | TGRS