Best Data Masking Tools - Page 4

Original Software

Our testing platform has been helping businesses deliver better quality software for over 25 years. Original Software allows the centralized automation, capture and management of testing across your ERP and any other integrated application out-of-the-box. It’s super easy to start using with pre-built test case templates, and 100% code-free so it’s painless for business users to run. No technical knowledge needed: your business users can capture tests effortlessly. Original Software is able to bring immediate efficiencies over spreadsheets and screenshots: typically reducing testing time by 50%, while AI-enabled test automation is ready for when you want to take the time-savings to the next level and build full automated regression capability without needing to code. Are you running an on-premise, cloud, custom app or green screen application? No drama. The Original Software platform tests across any and all of them.

Average Rating: 4.8/5.0

Total Reviews: 15

PK Protect Platform

If you're evaluating data security platforms, here's what separates PK Protect from everything else on this grid: it secures the data itself, not just the perimeter around it. Most tools on this list rely on access controls and permissions. That works until a credential is compromised, a file gets moved, or someone copies data somewhere it doesn't belong. PK Protect takes a fundamentally different approach. Protection is embedded directly into the data, so it stays protected at rest, in motion, and even after it leaves your environment. Trusted by 21 of the top 25 U.S. commercial banks and 30% of the Fortune 100, PK Protect is the platform enterprise security and compliance teams reach for when the stakes are high and fragmented tools have failed them. What the platform does: PK Protect unifies data discovery, classification, and protection in a single automated platform across endpoints, servers, Microsoft 365, cloud repositories, databases, data lakes, and IBM Z mainframe. No third-party dependencies. No vendor sprawl. One platform that sees everything and acts on policy automatically. Protection actions include encryption, redaction, masking, classification, quarantine, and deletion, all centrally managed and applied without relying on end-user behavior. Who it's built for: Security teams, compliance officers, and data privacy leaders in regulated industries including financial services, healthcare, retail, and government who need to demonstrate control over sensitive data at enterprise scale. Compliance coverage: PK Protect simplifies audit readiness for PCI DSS, HIPAA, GDPR, CCPA, GLBA, SOX, FISMA, CMMC, FINRA, CJIS, and ITAR with centralized reporting that makes proving compliance faster and less painful. The bottom line: You're not buying another point solution. You're replacing the stack. One platform, automated protection, and security that doesn't break when data moves.

Average Rating: 4.6/5.0

Total Reviews: 5

Ubiq Data Security Platform

Ubiq Security is an identity-driven data security platform that helps enterprises find sensitive data, understand who can access it, and control what each identity can see. One platform. From discovery to protection. • Sensitive Data Discovery: Find and classify sensitive data across enterprise environments. • Access Intelligence: Understand which human, application, service, and AI identities can access sensitive data, and how. • Runtime Data Protection: Enforce identity-based protection through encryption, tokenization, and masking when data is accessed or used. Unlike traditional data security solutions focused on infrastructure or data locations, Ubiq puts identity at the center, connecting sensitive data, access intelligence, and protection in one platform. Start anywhere. Adopt one capability, combine two, or use all three, in any order, based on your needs. Ubiq integrates with existing enterprise applications, databases, data warehouses, APIs, and AI workflows without requiring agents, hardware, virtual machines, or proxies.

Average Rating: 4.8/5.0

Total Reviews: 4

Adaptive

Adaptive is a cloud security company with a modern approach to data protection with its unique control plane that safeguards data and brokers’ access to human and non-human identities. The Adaptive architecture protects data closer to the source, ensuring strict access control over every database connection and minimizing sensitive data exposure. Adaptive’s combined approach to data access and protection eliminates blind spots in data security, making it ideal for modern organizations where data is constantly in motion. Due to Adaptive’s agentless architecture, end users get faster and auditable access and data protection across infrastructure without changing existing workflows and tools.

Average Rating: 5.0/5.0

Total Reviews: 1

Bluur®

Bluur.ai is an advanced, AI-powered platform designed for document anonymisation and classification, delivering the highest level of data privacy protection. With unique language models ensuring 95.3% redaction accuracy, Bluur automates the detection and anonymisation of sensitive information, guaranteeing consistent, repeatable quality. Operating in a secure, EU-based cloud with Tier III servers, Bluur complies with GDPR standards and provides enterprise-grade data protection. Seamless integration via API makes Bluur a reliable partner for organisations seeking efficient, precise and scalable document security.

Average Rating: 4.5/5.0

Total Reviews: 1

DataMasque

DataMasque provides a simple way to irreversibly replace sensitive data with realistic alternatives to help simplify compliance without compromising data functionality and usability in development and testing environments.

Average Rating: 3.5/5.0

Total Reviews: 1

EncryptRIGHT

EncryptRIGHT simplifies application-level data protection, delivering robust encryption, tokenization, dynamic data masking, and key management functionality, along with role-based data access controls and a data-centric security architecture, to secure sensitive data and enforce data privacy. EncryptRIGHT is architected to deploy quickly with very little integration effort and scale from a single application to thousands of applications and servers on premises or in the cloud.

Average Rating: 4.5/5.0

Total Reviews: 2

Gigantics

Gigantics is a data security platform that protects sensitive information across non-production and hybrid environments. It combines AI-driven discovery of PII with centralized, policy-based anonymization/masking and delivery of versioned datasets that preserve referential integrity. Teams integrate Gigantics into CI/CD to standardize privacy controls, generate audit-ready evidence, and safely accelerate releases and migrations—reducing exposure risk while improving operational efficiency and traceability—helping organizations meet obligations under GDPR, NIS2, HIPAA, ISO 27001, and CCPA.

Average Rating: 5.0/5.0

Total Reviews: 1

InfoSum

InfoSum is powering trust in the data economy with a single vision for the future of data connectivity

Average Rating: 5.0/5.0

Total Reviews: 1

IRI DarkShield

IRI DarkShield: Data Masking and PII Discovery for Structured, Semi-Structured, and Unstructured Data IRI DarkShield is self-hosted data masking and sensitive-data discovery software that helps organizations find, classify, de-identify, redact, encrypt, pseudonymize, and audit Personally Identifiable Information (PII) and other sensitive data—even when that data is hidden in unstructured and semi-structured sources. Unlike traditional data masking tools designed primarily for database columns, IRI DarkShield is built to protect the “dark data” that can be difficult to discover and secure: free-form text, documents, PDFs, images, logs, JSON/XML, healthcare files, NoSQL databases, relational databases, and other data repositories across on-premises and cloud-controlled environments. If you are asking, “How can I find PII in unstructured data?”, “How do I mask sensitive information in PDFs and documents?”, “What data masking tool supports NoSQL and unstructured data?”, or “How can I automate PII discovery and data anonymization across multiple data sources?”, IRI DarkShield is designed to address these challenges. Discover Hidden PII and Sensitive Data DarkShield combines data classification, automated discovery, search, extraction, and masking capabilities in one solution. Organizations can define reusable data classes and search rules to locate sensitive information across disparate data sources and then apply consistent protection policies. DarkShield supports multiple discovery techniques, including regular expression and pattern matching, exact and fuzzy dictionary or lookup matching, data-path and column filters, AI-enabled relational database classification, and handwriting recognition, machine-learning-assisted Named Entity Recognition (NER), facial and signature detection, image-region and bounding-box detection, and metadata and content-based matching. This makes DarkShield useful for discovering names, addresses, email addresses, phone numbers, identification numbers, financial information, healthcare information, and other forms of PII, PHI, confidential information, and sensitive business data. Mask Unstructured, Semi-Structured, and Structured Data DarkShield provides a broad range of data masking and data anonymization techniques, allowing organizations to select the appropriate protection method for each sensitive data class and use case. Available masking functions include redaction and obfuscation, encryption and format-preserving encryption, pseudonymization, hashing, encoding, randomization, scrambling, string and bit manipulation, fabrication and synthesis, blurring, and deletion. Deterministic masking can be used where consistent replacements are important for maintaining data relationships and usability across systems. Protect Data Across Many Formats and Repositories DarkShield is designed for environments where sensitive information exists beyond conventional database tables. Supported sources and formats include relational databases and .SQL files, NoSQL databases, free-form text and log files, JSON and XML, CSV and other flat files, Microsoft Word, Excel, and PowerPoint documents, PDF documents including documents containing images, Parquet and other data formats, HL7, X12, FHIR, and other healthcare/EDI data, DICOM medical studies, image files, audio, signatures and PII in handwriting), and cloud and network repositories. DarkShield can search data on-premises, across network file systems, and in cloud storage environments such as Amazon S3, Microsoft Azure Blob Storage, Google Cloud Storage, OneDrive, and SharePoint Online. Data Privacy, Compliance, and Risk Reduction Sensitive data discovery and masking can help organizations reduce the exposure of PII and other regulated information while supporting privacy and security initiatives. Common use cases include GDPR data protection and “Right to Be Forgotten” workflows, data portability and data-access requests, HIPAA and PHI de-identification, PCI DSS and payment-data protection, privacy compliance and data governance, data breach risk reduction, secure data sharing with vendors and partners, development and test-data masking, analytics and AI/ML data de-identification, data migration and application modernization, secure log and document handling, and eDiscovery and sensitive-data identification. DarkShield can generate search and masking results with associated metadata for auditing, reporting, investigation, and compliance workflows. Automate Data Masking With GUI, CLI, and API DarkShield provides options for both technical and non-technical users. Data discovery and masking jobs can be designed through a desktop or web UI, and executed through the GUI, command line, or API. You can automate recurring data masking operations, integrate DarkShield into existing workflows, and schedule jobs to process new or modified files. The DarkShield API can also be used to embed PII discovery and data masking into applications, data pipelines, DevOps processes, and enterprise data management workflows. Self-Hosted Data Protection IRI DarkShield is designed with a self-hosted architecture that gives organizations control over where their data is processed. It runs on-premises by default and can also be deployed in controlled container or cloud-VM environments. This approach is particularly useful for organizations with strict data-sovereignty, privacy, security, or regulatory requirements that prefer not to send sensitive source data to an external SaaS masking service. Consistent Data Masking Across the Enterprise DarkShield shares data classes and masking functions with other IRI data-protection technologies, including IRI FieldShield. This supports consistent policies for protecting sensitive data across structured databases, files, documents, and other repositories. DarkShield can also be used standalone or as part of the broader IRI Voracity data-management platform, providing organizations with options to combine data discovery, integration (including textual ETL), transformation, migration, masking, and test-data generation workflows. Who Uses IRI DarkShield? IRI DarkShield is designed for organizations that need to discover and protect sensitive information across complex, heterogeneous data environments, including: *Data security and privacy teams *Data governance and compliance teams *Database administrators and data engineers *IT and information security teams *DevOps and application-development teams *Healthcare organizations *AI / ML engineers *Financial services organizations *Government agencies *Enterprises managing large document and file repositories Why Choose IRI DarkShield? IRI DarkShield extends data masking beyond conventional database columns to help organizations protect sensitive information wherever it exists. Its combination of PII discovery, data classification, AI/ML-assisted search, unstructured data masking, document redaction, NoSQL masking, database masking, encryption, pseudonymization, automation, API integration, and self-hosted deployment makes it a flexible option for enterprise data privacy and de-identification programs. In short, IRI DarkShield helps organizations answer one of the hardest questions in data security: “Where is our sensitive data?” It then provides the tools to find it, understand it, mask it, and demonstrate that it has been protected.

Average Rating: 5.0/5.0

Total Reviews: 1

Krontech

Database Access Manager & Dynamic Data Masking is the single point of access control management for database layer, secures data access with logging, policy enforcement, and masking.

Average Rating: 4.0/5.0

Total Reviews: 1

Randtronics DPM easyCipher

Randtronics DPM easyCipher is a centrally managed, policy-based encryption solution that provides Transparent Data Encryption for files, folders, and databases across servers and laptops. Designed to protect sensitive data from unauthorized access, it ensures that contents are automatically decrypted for authorized users, maintaining seamless operations without code changes or business process redesign. Key Features and Functionality: - Comprehensive TDE Protection: Secures entire server contents, including databases, web/app servers, and file servers, supporting various database types such as MS SQL Server, Oracle, MySQL, PostgreSQL, and MariaDB. - Centralized Policy Management: Allows organizations to define and manage encryption policies centrally, applying them to any server or laptop with an installed DPM easyCipher agent. - Flexible Deployment: Can extend existing database-native TDE by protecting information outside the database or replace native TDE solutions entirely, offering a standardized encryption approach across multi-vendor databases. - Enhanced Security Measures: Protects not only structured data within databases but also log files, SQL queries, and other materials containing sensitive information. It ensures encryption keys are centrally managed and out of the hands of database administrators, reducing insider threats. - Seamless Integration: Deploys without requiring code changes or business process redesign, making it easy to implement and manage with minimal training. Primary Value and Problem Solved: DPM easyCipher addresses the critical need for robust data protection by providing a comprehensive, centrally managed encryption solution that safeguards sensitive information across various platforms. By extending or replacing native TDE solutions, it offers organizations a standardized approach to encryption, ensuring data security without disrupting existing workflows. Its policy-based management and centralized key control enhance security measures, mitigating risks associated with unauthorized access and insider threats.

Average Rating: 5.0/5.0

Total Reviews: 1

TCS Mastercraft Data Plus

TCS MasterCraft DataPlus is an integrated data management software for data privacy, test data management, data quality management, data analytics and database modeling. It is industry-agnostic, delivering context-specific solutions to an enterprise’s data management challenges. The software is backed by decades of relevant TCS expertise in helping global enterprises in their transformation and regulatory compliance programs. TCS MasterCraft DataPlus has been deployed across multiple geographies and business verticals, and has provided value to enterprises of varying scale, with its data privacy and data quality management capabilities.

Average Rating: 3.8/5.0

Total Reviews: 3

Accutive Data Discovery and Masking (ADM)

ADM is a comprehensive test data management platform with a focus on rapid data discovery and advanced static data masking. Leveraging a Universal Connector, ADM discovers and masks across all major databases and file types. With ADM, data anonymization is a focus, rather than an afterthought, with enterprise-wide referential integrity, advanced masking capabilities, and reidentification protection. Beyond discovery and masking, ADM performs data subsetting, tokenization and synthetic data generation with ease.

Areya Data Masking

Areya's Data Masking App is a robust solution designed to enhance data security within Salesforce environments. It enables users to selectively target email fields and establish scheduled batch processes, systematically clearing sensitive information from specified fields. This automated approach ensures comprehensive data protection, allowing organizations to safeguard confidential information effectively. By integrating this tool, businesses can maintain data privacy and comply with regulatory standards, providing peace of mind in managing digital information. Key Features and Functionality: - Selective Field Targeting: Users can handpick specific email fields for data masking, ensuring precise control over which information is protected. - Scheduled Batch Processing: The app allows for the setup of automated batch processes, enabling regular and systematic clearing of sensitive data without manual intervention. - Comprehensive Data Security: By systematically clearing sensitive information, the app provides a thorough approach to data protection within the Salesforce platform. Primary Value and Problem Solved: The Data Masking App addresses the critical need for data privacy and security in Salesforce environments. By automating the identification and masking of sensitive information, it reduces the risk of data breaches and unauthorized access. This not only helps organizations comply with data protection regulations but also streamlines data management processes, enhancing overall operational efficiency. The app's ability to systematically clear sensitive information provides a reliable means of safeguarding data, granting businesses peace of mind in the realm of digital privacy.