R . Jeyarani; V. Ragavi. DESIGN AND IMPLEMENTATION OF A SYSTEM FOR EARLY DETECTION AND MITIGATION OF RANSOMWARE ATTACKS USING EXPLAINABLE AI. IJCISIM 2026, 18, 933-946.