In the present interconnected environment, where digital transactions and knowledge stream seamlessly, cyber threats became an ever-existing problem. Amongst these threats, ransomware has emerged as The most destructive and profitable varieties of attack. Ransomware has not only influenced personal users but has also specific large businesses, gove