In the present interconnected environment, in which electronic transactions and knowledge movement seamlessly, cyber threats are becoming an at any time-current concern. Amid these threats, ransomware has emerged as one of the most destructive and lucrative types of assault. Ransomware has not just impacted personal buyers but has also qualified bi