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Stored procedures for overwriting existing data with randomly generated data.

License: MIT License

TSQL 100.00%
tsql-stored-procedures tsql r pii-anonymization-service piidata rstats sqlserver

sql-server-data-obfuscation's Introduction

SQL Server Data Obfuscation

This series of stored procedures uses SQL Server's built-in Machine Learning services and the R language for both generating data sets of fake data, and for obfuscating existing SQL Server data with fake data.

Additional details and examples are available in this blog post: Data Obfuscation for SQL Server

Example - Full Names

EXEC MLtools.Obfuscator.SetFullNameParts
	@DatabaseName = 'Adventureworks',
	@TableSchema = 'Person',
	@TableName = 'Person',
	@FirstNameColumn = 'FirstName',
	@LastNameColumn = 'LastName',
	@MiddleNameColumn = 'MiddleName',
	@DisableTriggers = 1;

Obfuscator.SetFullNames - Data Obfuscation for SQL Server

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Obfuscator.SetFullNames - Data Obfuscation for SQL Server Obfuscator.SetFullNames - Data Obfuscation for SQL Server

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