In the present interconnected world, wherever electronic transactions and information stream seamlessly, cyber threats are becoming an at any time-existing concern. Between these threats, ransomware has emerged as one of the most harmful and lucrative forms of attack. Ransomware has not simply affected individual people but has also focused substan