In today's interconnected environment, where electronic transactions and data movement seamlessly, cyber threats have grown to be an at any time-current concern. Among the these threats, ransomware has emerged as one of the most damaging and profitable forms of assault. Ransomware has not just affected particular person consumers but has also targe