In recent years, the digital landscape has witnessed a surge in cybercrime, ranging from hacks to scams and fraud. The exponential growth of digital technology, coupled with the widespread adoption of online financial transactions, has created ample opportunities for cybercriminals to exploit both individuals and businesses. In the face of these challenges, ensuring robust digital security measures has become more crucial than ever.