Best Data Masking Solutions

What is Data Masking?

Data Masking is a technique used to protect sensitive information by replacing it with fictional but realistic data. Essential for compliance and security, it helps prevent unauthorized access during testing or data analysis without compromising data integrity.

To learn more, read our Data Masking Buyer's Guide (Updated: January 2025).

The top 5 Data Masking solutions are Delphix, Informatica Intelligent Data Management Cloud (IDMC), Broadcom Test Data Manager, DATPROF and Protegrity’s Data Protection Platform, as ranked by PeerSpot users in January 2025. Protegrity’s Data Protection Platform received the highest rating of 9.5 among the leaders. Informatica Intelligent Data Management Cloud (IDMC) is the most popular solution in terms of searches by peers, and Delphix holds the largest mind share of 21.0%.

This solution ensures that personal and confidential data remains undetectable to those without the necessary clearance. Data can be disguised in such a manner that its usability remains intact for testing or analytics while securing sensitive details. Real-world implementations reveal significant reductions in exposure risks and compliance with regulatory standards.

What are the critical features of Data Masking solutions?

Static Data Masking: Permanently replaces sensitive data in databases.
Dynamic Data Masking: Masks data in real-time for authorized users accessing live systems.
Role-Based Access: Ensures different levels of data masking depending on user roles.
Automated Masking: Schedules and automates the masking process for regular updates.

What benefits or ROI can users expect from Data Masking solutions?

Reduced Data Breach Risks: Lowers the risk of sensitive data exposure.
Enhanced Compliance: Meets regulations such as GDPR, CCPA, and HIPAA.
Improved Data Security: Safeguards confidential information in non-production environments.
Maintain Data Utility: Keeps data usable for testing, training, and development purposes.

In the financial industry, Data Masking ensures sensitive client information remains protected during interbank testing. Health care providers use Data Masking to comply with patient privacy laws while conducting research and analysis. Retail companies implement Data Masking to secure customer data during market research.

Data Masking is crucial for any organization that handles sensitive information. It ensures that personal and confidential data is protected without compromising its use for essential business activities such as testing or data analysis.

Buyer's Guide

Data Masking

January 2025

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Data Masking solutions mindshare

As of February 2025, in the Data Masking category, the mindshare of Delphix is 21.0%, up from 15.8% compared to the previous year. The mindshare of Broadcom Test Data Manager is 10.6%, up from 10.3% compared to the previous year. The mindshare of Voltage SecureData Enterprise is 9.5%, down from 11.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Masking

Top Data Masking products

Rankings through

#1 Ranked

Delphix

Delphix is a software company that specializes in data virtualization and data management solutions. The company's primary product is the Delphix Dynamic Data Platform, which enables organizations to streamline data operations and accelerate application development.

8.3

Rating

Reviews

521

Words/ Review

4,508

Total Views

516

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Leader

Informatica Intelligent Data Management Cloud (IDMC)

Informatica Intelligent Data Management Cloud (IDMC) aids data governance, metadata management, masking, and transformation. It's used for centralizing master data, managing ETL processes, ensuring data quality, and maintaining compliance. Notable features include data discovery, profiling, lineage, integration, and automated processes. Users desire better flexibility, support, and interface enhancements.

7.8

Rating

181

Reviews

543

Words/ Review

34,087

Total Views

220

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Find out what your peers are saying about Delphix, Informatica, Broadcom and others in Data Masking. Updated: January 2025.

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832,237 professionals have used our research since 2012.

Broadcom Test Data Manager

Broadcom Test Data Manager manages test data, creates and masks data, and ensures data privacy. Users appreciate data subsetting, generating high-quality data sets, automating test data creation, and the self-service portal. Enhancements needed include reducing import times, adding mining capabilities, supporting cloud-native SaaS, and integrating with data warehousing and Jira.

9.3

Rating

Reviews

685

Words/ Review

1,606

Total Views

300

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DATPROF

DATPROF is used for subsetting and masking test data, ensuring GDPR compliance and protecting sensitive information. Users reduce storage costs, facilitate regression testing, and generate synthetic data. Major use cases include saving disk space, refreshing test databases, and scrambling sensitive information. Integration with SAP and non-SAP applications is supported, offering excellent UI and reusable masking templates.

9.0

Rating

Reviews

1,281

Words/ Review

1,238

Total Views

142

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Protegrity’s Data Protection Platform

Protegrity’s Data Protection Platform helps protect sensitive data with robust encryption and tokenization. It provides flexibility and scalability in diverse environments. Users have noted great value in its security features while mentioning that documentation and ease of implementation could be improved.

9.5

Rating

Reviews

369

Words/ Review

1,109

Total Views

334

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Voltage SecureData Enterprise

Across industries-from compliance mandates such as PCI and GDPR to new IT initiatives such as data analytics and cloud migration-businesses rely on Voltage SecureData to secure their information at its core while at rest, in motion, and in use for comprehensive protection without gaps.

Reviews

1,192

Total Views

316

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832,237 professionals have used our research since 2012.

Vormetric Application Crypto Suite

At the core of the Vormetric Application Crypto Suite from Thales is a set of products that streamline development efforts to add encryption, tokenization, masking and other cryptographic functions to applications. The job of the developer is made easy and fast by leveraging sample code and APIs that are best for their environment, while key management functions are kept separate and secure in a FIPS 140-2 hardware or virtual appliance that is operated by IT or SecOps. Securing data at the application, with separation of duties for key management, provides the highest levels of protection and compliance.

8.0

Rating

Reviews

390

Words/ Review

229

Total Views

104

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Oracle Advanced Security

Oracle Advanced Security provides data encryption and strong authentication services to the Oracle database, safeguarding sensitive data against unauthorized access from the network and the operating system. It also protects against theft, loss, and improper decommissioning of storage media and database backups.

Reviews

627

Total Views

162

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IBM InfoSphere Optim Data Privacy

Optim Data Privacy supports Format Preserving Encryption (FPE) and is based on the Advanced Encryption Standard 256-bit (AES-256) algorithm providing the capability to produce unique masked values that are extremely varied and without a discernible pattern.

8.0

Rating

Review

514

Words/ Review

244

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Redgate Data Masker

Data Masker can be used to mask data on any server that will run a SQL Server database. Data Masker is server neutral. It connects via the Microsoft supplied ADO software to the target database. The server side operating system is largely irrelevant to it.

207

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128

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BMC Compuware Topaz Enterprise Data

Topaz for Enterprise Data is part of the Topaz suite of mainframe development and testing tools. It enables developers and data architects to discover, visualize and work with both mainframe and non-mainframe data in a common, intuitive manner. Topaz for Enterprise Data enables developers to: Visually manage vast quantities of data objects using the Data Relationship Visualizer Visually understand and tune complex related data extracts to create optimal test data with the Extract Visualizer Edit multiple datatypes with a single Enterprise Data Editor Easily compare data Search for data values in one or more files Process related subsets of data with minimal database expertise Maintain relationally intact data based on referential integrity (RI) or application relationships (AR) Extract relevant data using easy-to-use selection criteria or key values Load data into new or existing objects and apply necessary data transformation rules Execute a list of specifications as a group Leverage Test Data Privacy to mask sensitive data to protect individuals’identities and business-confidential data

7.0

Rating

Review

504

Words/ Review

203

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TCS MasterCraft DataPlus

TCS MasterCraft™ DataPlus Provisioning Edition is a test data management product that provides development and testing teams with realistic and privacy safe test data.

171

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Oracle Data Masking and Subsetting

Oracle Data Masking and Subsetting extracts entire copies or subsets of application data from the database, and masks sensitive data so that the data can be safely shared with test, development, and partners.

Review

193

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IBM Security Guardium Data Encryption

Encrypt your files, databases, and applications, address data security and privacy regulations, and control encryption keys for cloud-based data.

6.0

Rating

Review

569

Words/ Review

195

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IBM Security Guardium Data Encryption vs Oracle Advanced Security

Data Secure

Data security is critical in today's business environment. Data Secure, part of EPI-USE Labs' Data Sync Manager suite, solves your data security challenges.

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iMask

iMask is the first commercially available product to include dynamic data masking. It supports encryption, tokenization, and masking. It helps you, by allowing you to make templates containing the rules of masking and associated data and metadata. It can be deployed in a variety of ways.

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iMask vs iScramble

Privitar Publisher

Delivering data-driven insights that fuel growth while achieving compliance for the sensitive data from your customers, partners and employees is hard, but it doesn’t have to be. With Privitar’s market-leading functionality and enterprise grade software, you can finally achieve both.

119

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iScramble

iScramble is the MENTIS suite’s solution for static data masking. iScramble allows you to apply a variety of masking methods to your data while maintaining referential integrity.

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iScramble vs iMask

Solix Enterprise Data Management

The Solix Enterprise Data Management Suite (EDMS) brings together all the tools for an effective Information Lifecycle (ILM) program. From a single web-based console, the platform offers industry-leading database archiving, test data management, data masking and application retirement solutions.Solix EDMS is designed to control costs, boost application performance and availability, and meet compliance objectives. Universal access to all data is maintained for business users through structured SQL queries, reports and search.

202

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PK Masking

Irreversibly protect data within the database from being revealed and misused, either continuously or when queried for use.Remove sensitive information as soon as it appears in files, images, or email.Change identifiable details with pseudonymization and anonymization.Mask data sets for use in safe analytics, risk reduction, and more. Values are only decrypted for authorized users.No linkage between original data and masked data ensures there is no possibility of retrieving sensitive information.Consistently mask data across data stores, including multiple disparate locations.

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Accelario TDM

Downtime is costly. Too often, teams find themselves waiting for the test data they need, hindering progress and increasing time to market. 52% of testing time is lost by searching and finding the right test data.

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SecurDPS Enterprise

The Data-Centric Security approach focuses on protecting data at its earliest point, while de-protecting only when absolutely necessarySecurDPS Enterprise deploys tokenization technology to anonymize and pseudonymize sensitive and personal data.

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Mage Static Data Masking

Protect your sensitive data with our industry-leading static data masking tool. Mage Static Data Masking is built to balance performance and security, creating a sanitized copy of your database that can be used safely.

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Privacy Analytics Eclipse

Privacy Analytics Eclipse can de-identify structured data from a variety of sources.

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Privacy Analytics Eclipse vs Delphix

Clonetab

Clonetab is Secure Cloning Software built on Java Platform. Clonetab offers solutions for automatic end-to-end refresh of Oracle e-Business Suite, Oracle PeopleSoft, Oracle Databases and so on. Clonetab offers several great advantages over manual cloning - Audit Trail, Segregation of duties between Security Administrator and Database Administrator.

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Clonetab vs Delphix

NextLabs Externalized Authorization Management

NextLabs Authorization Management separates policy management from the application lifecycle. It externalizes access control decisions to a decision point (decision is based on the data they want to access and the action they want to perform) that is decoupled from the application. The system interrogates an information point to determine a user's access rights based on a centrally managed policy. Authorization and access rights to an organization's network or assets are granted dynamically in real-time based on user, data and environmental attributes. Externalized authorization allows for the management of permissions to multiple systems from a single platform, streamlining the access process and reducing administrative burden. Access control to file shares, network subnets, document repositories and applications can now be made in real time by a centrally-managed decision point, using attributes in a user's directory entry.

110

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NextLabs Externalized Authorization Management vs Broadcom Test Data Manager

Axiomatics SmartGuard for Data

Uses a policy-based approach to control access to data, SmartGuard intercepts user requests for access to large data stores, and dynamically applies powerful policies. These policies are fine-grained and features dynamic filtering and dynamic data masking for datasets, tables, columns, rows and cells.

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Tonic.ai

Tonic.ai generates realistic synthetic data for testing, development, and data privacy, ensuring confidentiality by masking sensitive information. It supports rapid application deployment and testing efficiency with high-quality data. Users value data masking, flexibility, integration, multiple data sources, automation, and high accuracy. Improvement areas include stability, documentation, customer support, performance, and user experience.

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NextLabs Dynamic Authorization

Dynamic authorization is the core technology behind the NextLabs platform, in which authorization and access rights to an organization's network, applications, data, and other sensitive assets are granted dynamically in real-time via attribute-based access control (ABAC) policies.

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Satori

Satori created the first DataSecOps solution which streamlines data access while solving the most difficult security and privacy challenges. The Secure Data Access Service is a universal visibility and control plane across all data stores, allowing you to oversee your data and its usage in real-time while automating access controls. The service maps all of the organization’s sensitive data and monitors all data flows in real-time across all data stores. Satori enables your organization to replace cumbersome permissions with streamlined just-in-time data access workflows. It acts as a universal policy engine for data access by enforcing access policies, masking or anonymizing data, and initiating off-band access workflows.

152

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