The financial industry is confronted with a escalating threat from voice fraud. Criminals are exploiting advancements in synthetic intelligence to impersonate legitimate agents, manipulating customers into disclosing sensitive information. To mitigate this shifting threat, banks have to adopt robust protective measures that go beyond established au