The information that banking institutions use to help detect fraudulent
transactions is Historical transaction data.
Banks do use some kind of Encryption to protect their customer's information. Through that, a person's transactions and personal information are protected online via encryption software.
Note that a lot of times, fraudulent activities do occur and as such banks or Financial institutions through the use of data and data analytics of the transaction process will help them better know what occurred.
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