Edward Said Sparks. (2025). Strengthening Cybersecurity through Proactive Threat Mitigation and Intelligent Defense Mechanisms. ISCSITR- INTERNATIONAL JOURNAL OF CYBER SECURITY (ISCSITR-IJCS) ISSN (Online): 3067-7254, 6(3), 1-7. https://iscsitr.in/index.php/ISCSITR-IJCS/article/view/ISCSITR-IJCS_2025_06_03_01