Citing various reports, Jim Finkle and David Henry write the attacks targeted JPMorgan Chase & Co. and other banks in August.
The report quoted FBI spokesman Joshua Campbell as saying in a statement that the agency is working with the U.S. Secret Service in conducting the investigation.
The incident resulted in the loss of data such as checking and savings account information, Reuters reports.