EMAIL FILTERING METHODS AND THEIR COMPARISON ANALYSIS

Authors

  • Mirjahan Muminjan Istamov Students at the Tashkent University of Information Technologies named after Mukhammad al-Kharezmy
  • Quvonchbek Musurmon o‘g‘li Tohirov Students at the Tashkent University of Information Technologies named after Mukhammad al-Kharezmy
  • Hayotjon Baxodir o‘g‘li Sultonov Students at the Tashkent University of Information Technologies named after Mukhammad al-Kharezmy

Keywords:

e-mail filters, Spam, networks, SMTP.

Abstract

This prevents email attacks from occurring. Each e-mail message is checked by a program created by a fully machine learning algorithm. In the development of this program, I used the pandas and sklearn libraries, which are part of the machine learning libraries.

References

"Machine Learning for Email: Spam Filtering and Priority Inbox" by Trevor Grant, Simon Walk, and Luis Vargas

https://www.hindawi.com/journals/scn/2022/1862888/

"Data Mining: Practical Machine Learning Tools and Techniques" by Ian H. Witten, Eibe Frank, and Mark A. Hall

"Learning from Data: A Short Course" by Yaser S. Abu-Mostafa, Malik Magdon-Ismail, and Hsuan-Tien Lin

"Neural Networks and Deep Learning: A Textbook" by Charu C. Aggarwal

"Machine Learning: An Algorithmic Perspective" by Stephen Marsland

https://www.sciencedirect.com/science/article/pii/S2405844018353404

https://researchgate.net/publication/348576063_Comparative_Analysis_of_Detection_of_Email_Spam_With_the_Aid_of_Machine_Learning_Approaches_Comparative_Analysis_of_Detection_of_Email_Spam_With_the_Aid_of_Machine_Learning_Approaches

Email Spam Detection Using MachineLearning Mrs. Anitha Reddy1*, Kanthala Harivardhan Reddy2 , A. Abhishek3 , Myana Manish4 , G. Viswa Sai Dattu5 , Noor Mohammad Ansari6

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Published

2024-05-22

How to Cite

Istamov , M. M., Tohirov , Q. M. o‘g‘li, & Sultonov , H. B. o‘g‘li. (2024). EMAIL FILTERING METHODS AND THEIR COMPARISON ANALYSIS. Educational Research in Universal Sciences, 3(6), 344–349. Retrieved from http://erus.uz/index.php/er/article/view/6331