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Dr. V. Nagagopiraju1|Maseed Zaheer2|Uppalapati Subbarao3|Nalliboyina Siva Krishna4|Gogula Dileep Reddy5. Hybrid Intelligence Model for Malicious URL Detection Using Machine Learning and Graph Neural Networks. AJACCM. 2026;6(2):181-188. doi:10.64751/