With the substantial adoption of digital banking and online transactions, banks are facing a escalating threat from hackers. These malicious actors are constantly developing new and sophisticated methods to deceive individuals and organizations. Typical forms of banking fraud include identity theft, phishing attacks, and online scams, which can res