In today's interconnected environment, the place electronic transactions and data stream seamlessly, cyber threats became an ever-existing issue. Between these threats, ransomware has emerged as one of the most harmful and rewarding kinds of assault. Ransomware has not simply impacted unique consumers but has also targeted large companies, governme