Malicious URL Detection Using Decision Tree-based Lexical Features Selection and Multilayer Perceptron Model

• Published in: UHD Journal of Science and Technology Vol. 6; no. 2; pp. 105 - 116
• Main Authors: Ahmed, Warmn, Noor Ghazi M. Jameel
• Format: Journal Article
• Language: English
• Published: University of Human Development 13.11.2022
• Subjects: feature selection; lexical feature; malicious url; multilayer perceptron; synthetic minority oversampling technique

Network information security risks multiply and become more dangerous. Hackers today generally target end-to-end technology and take advantage of human weaknesses. Furthermore, hackers take advantage of technology weaknesses by applying various methods to attack. Nowadays, one of the greatest danger...