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Hello @Akhil Divvela (Member), welcome to the community.
Unfortunately, the Tableau Server Administrator role has complete access to all assets related to the server, this includes users, groups, objects, workbooks, data.
See tableau site roles
Is there any reason you require such explicit controls that prevent the one role that has such access.
My only suggestion here would be to ensure that the workbook maintains a live connection to the data rather than to utilise an extract, avoid published data sources that could grant any users access to the same restricted data, and to set-up a monitoring on the telemetry to inform if any user has done this, as they would then in violation of known requirements.
Steve