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Best Data Masking Software

Data masking software protects an organization’s important data by disguising it with random characters or other data so that it is still usable by the organization but not outside forces.

To qualify for inclusion in the Data Masking category, a product must:

  • Encrypt data by masking it behind random characters or other data
  • Allow the application and removal of a mask at will
  • Provide consistent or random masking
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    SQL Server 2017 brings the power of SQL Server to Windows, Linux and Docker containers for the first time ever, enabling developers to build intelligent applications using their preferred language and environment. Experience industry-leading performance, rest assured with innovative security features, transform your business with AI built-in, and deliver insights wherever your users are with mobile BI.



    Oracle Advanced Security provides two important preventive controls to protect sensitive data at the source: encryption and redaction. Together, these two controls form the foundation of Oracle's defense-in-depth, multi-layered database security solution.


    CA Test Data Manager uniquely combines elements of data subsetting, masking, synthetic, cloning and on-demand data generation to enable testing teams to meet the agile testing needs of their organization. This solution automates one of the most time-consuming and resource-intensive problems in Continuous Delivery: the creating, maintaining and provisioning of the test data needed to rigorously test evolving applications.


    The Protegrity Database Protector is a comprehensive security solution for most major databases utilized in the market today. It enables column level encryption, tokenization, masking, and monitoring in databases, storage, and backup systems, with policy-based access controls and auditing.


    Data Secure is a comprehensive protection solution that comes with pre-defined masking rules. With these rules you can scramble any non-key field in any client-dependent SAP table in a number of different ways (such as mapping table look-up, constant value, clear a field). You can also extend these rules to cover your own particular security needs.


    Vormetric Tokenization and related solutions dramatically reduce the cost and effort of meeting compliance mandates such as GDPR and PCI DSS. Vormetric Tokenization with Dynamic Data Masking protects data at the application level with simple RESTful API calls to replace sensitive data with a comprehensive range of data transformation mechanisms.


    iDiscover, found volumes of data in these places when rudimentary discovery had failed to do so. Other solutions can find some of the information in some of the places some of the time. MENTIS can find all of the places all the time.


    Enterprise sensitive data masking is complicated. It's not just the diversity of data sources, or differing user requirements, or the need to maintain data consistency; it's also performance requirements, effective multi-stakeholder participation, and agility in deployment that make masking so complex.


    Data security and privacy for data in use by both mission-critical and line-of-business applications.


    Enhance data protection by de-sensitizing and de-identifying sensitive data, and pseudonymize data for privacy compliance and analytics. Obscured data retains context and referential integrity remain consistent, so the masked data can be used in testing, analytics, or support environments.


    Nullify data breaches by masking PII in your DBs and files. Automatically find and classify it, then encrypt, pseudonymize, redact, and more while preserving its referential integrity.


    Compuware's Test Data Management solution, which leverages the industry-leading File-AID products, simplifies the complexity of test data management for both test and production environments through a standardized approach to managing data from multiple databases and file types.


    SecureData provides a flexible range of native interfaces, REST and Simple APIs, to enable easy integration across applications and systems, from legacy databases to mobile, web, and IoT.