In today's interconnected globe, where by electronic transactions and data flow seamlessly, cyber threats became an ever-current issue. Between these threats, ransomware has emerged as One of the more damaging and rewarding varieties of attack. Ransomware has not only impacted specific customers but has also qualified large companies, governments,