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Journals
Journal of Artificial Intelligence and Soft Computing Research
Volume 15 (2025): Issue 4 (October 2025)
Open Access
Stacking Large Language Models is All You Need: A Case Study on Phishing Url Detection
Hawraa Nasser
Hawraa Nasser
Department of Computer Science, American University of Beirut
Beirut, Lebanon
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Nasser, Hawraa
,
Fouad Trad
Fouad Trad
Department of Electrical and Computer Engineering, American University of Beirut
Beirut, Lebanon
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Trad, Fouad
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Ali Chehab
Ali Chehab
Department of Electrical and Computer Engineering, American University of Beirut
Beirut, Lebanon
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Chehab, Ali
Jul 11, 2025
Journal of Artificial Intelligence and Soft Computing Research
Volume 15 (2025): Issue 4 (October 2025)
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Published Online:
Jul 11, 2025
Page range:
337 - 356
Received:
Mar 16, 2025
Accepted:
Jun 12, 2025
DOI:
https://doi.org/10.2478/jaiscr-2025-0017
Keywords
ensemble learning
,
stacking
,
large language models
,
ensemble LLMs
,
phishing detection
© 2025 Hawraa Nasser et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Nasser, Hawraa
Department of Computer Science, American University of Beirut
Beirut, Lebanon
Trad, Fouad
Department of Electrical and Computer Engineering, American University of Beirut
Beirut, Lebanon
Chehab, Ali
Department of Electrical and Computer Engineering, American University of Beirut
Beirut, Lebanon