The financial sector plays a pivotal role in the global economy, managing large volumes of sensitive information including personal data and substantial monetary transactions. As digital platforms become the norm for delivering financial services, the industry's exposure to cyber threats has dramatically increased. Consequently, cybersecurity has transitioned from a mere consideration to a critical necessity for financial institutions.