In the present interconnected environment, in which electronic transactions and knowledge circulation seamlessly, cyber threats became an ever-current issue. Amongst these threats, ransomware has emerged as Among the most harmful and rewarding kinds of attack. Ransomware has not just impacted unique end users but has also qualified massive companie