With the increasing interconnectivity of digital assets, the frequency of cyber threats is rising at an unprecedented pace. Financial institutions should allocate resources towards implementing artificial intelligence-based solutions to detect and safeguard against these threats, thereby safeguarding their assets. Machine learning is an effective tool for analyzing intricate financial security risks that frequently change and can be challenging to forecast.