In the present interconnected environment, the place electronic transactions and data circulation seamlessly, cyber threats have become an ever-current problem. Between these threats, ransomware has emerged as Among the most damaging and valuable forms of attack. Ransomware has not only influenced specific customers but has also qualified large org