Ransomware has evolved into a sophisticated and growing cyber threat, with attackers constantly refining their tactics to evade security measures. The next generation of ransomware is characterized by its increased capabilities, including quadruple extortion schemes, targeted attacks against critical infrastructure, and the use of zero-day vulnerab