Archive:: Machine Learning Research:: Science Publishing Group

Volume 10, Issue 1, June 2025

Research Article
Enhancing Agricultural Diagnostics: Advanced Training of Pre-Trained CNN Models for Paddy Leaf Disease Detection

Sazzad Hossain, Touhidul Alam Seyam, Avijit Chowdhury^*, Rajib Ghose, Arifur Rahaman, Zarin Hadika, Abhijit Pathak

Issue: Volume 10, Issue 1, June 2025

Pages: 1-13

Received: 6 March 2025

Accepted: 21 March 2025

Published: 31 March 2025

DOI: 10.11648/j.mlr.20251001.11

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Abstract: Timely and precise identification of foliar diseases is essential in contemporary agriculture to avert crop loss, enhance productivity, and guarantee food security. Paddy, being one of the most extensively farmed and consumed staple crops globally, is especially vulnerable to several leaf diseases that can markedly diminish yield. Conventional illn... Show More

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Research Article
XSS-Net: An Intelligent Machine Learning Model for Detecting Cross-Site Scripting (XSS) Attack in Web Application

Emmanuel Osaze Oshoiribhor, Adetokunbo MacGregor John-Otumu^*

Issue: Volume 10, Issue 1, June 2025

Pages: 14-24

Received: 14 March 2025

Accepted: 25 March 2025

Published: 14 April 2025

DOI: 10.11648/j.mlr.20251001.12

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Abstract: This research paper focuses on detecting Cross-Site Scripting (XSS) attacks, a prevalent web security threat where attackers inject malicious scripts into web applications to steal sensitive user data, hijack sessions, and execute unauthorized actions. Traditional rule-based and signature-based detection methods often fail against sophisticated and... Show More

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