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Comprehensive Analysis of Machine Learning and Deep Learning Algorithms for Phishing URL Detection

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University of Palestine
Alsaqqa A.H.; Abu-Naser S.S.
Alsaqqa, Azmi H. (60096603500); Abu-Naser, Samy S. (26533902900)
60096603500; 26533902900
2025
Lecture Notes in Networks and Systems
Comprehensive Analysis of Machine Learning and Deep Learning Algorithms for Phishing URL Detection
1362 LNNS
265
279
Bhateja V.; Rana M.E.; Tripathy H.K.; Senkerik R.
Springer Science and Business Media Deutschland GmbH
Faculty of Artificial Intelligence, University of Palestine, Gaza, Palestine; Data Science, Faculty of Engineering and Information Technology, Al-Azhar University, Gaza, Palestine
Alsaqqa A.H., Faculty of Artificial Intelligence, University of Palestine, Gaza, Palestine; Abu-Naser S.S., Data Science, Faculty of Engineering and Information Technology, Al-Azhar University, Gaza, Palestine
S.S. Abu-Naser; Data Science, Faculty of Engineering and Information Technology, Al-Azhar University, Gaza, Palestine; email: abunaser@alazhar.edu.ps
0
10.1007/978-981-96-5214-3_22
Cyber threats; Cybersecurity; Deep learning; Digital security; Machine learning; Phishing; URL detection; Zero-day attacks
Computer crime; Cybersecurity; E-learning; Learning algorithms; Learning systems; Phishing; Zero-day attack; Comprehensive analysis; Cyber security; Cyber threats; Deep learning; Digital security; F1 scores; Machine-learning; Phishing; URL detection; Zero day attack; Deep learning