Data Security Platforms Reviews and Ratings
What are Data Security Platforms?
Data security platforms (DSPs) combine data discovery, policy definition and policy enforcement across data silos. Policy enforcement capabilities include format-preserving encryption, tokenization and dynamic data masking. These capabilities can be delivered through connectors, agents, proxies and APIs.
Business requirements to leverage data and share data, for example for AI/ML use cases, require data security controls and highly-granular data access which is provisioned fast and humanly understandable. Tight-fitting data access and security controls allow you to reveal and share (leverage) more of your data. However, organizations face sufficient complexity when it comes to provisioning and rightsizing entitlements and data security controls. This extends to data privacy as well as analytics governance and ethics.
The DSP delivers most of the required components critical to enabling good data governance and optimized data security controls while preventing the exponential increase of data access and policy rules.
Product Listings
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Thales CipherTrust Data Security Platform helps organizations discover, protect, and control sensitive data across hybrid and multi-cloud environments. It unifies data discovery, classification, encryption, tokenization, and centralized key and secrets management into a single platform, reducing complexity and improving compliance with regulations such as GDPR, HIPAA, and PCI DSS. It secures data and associated metadata, integrates tokenization to contain sensitive data exposure, incorporates quantum-ready encryption for long-term resilience, and provides centrally managed controls that enable DevSecOps teams to accelerate deployment and simplify security operations. CipherTrust helps reduce breach risk, streamline DevSecOps workflows, and strengthen resilience against emerging threats.
IBM Guardium is a software designed to help organizations manage and secure their data across various environments, including databases, data warehouses and big data platforms. The software provides capabilities for continuously monitoring data access and usage to identify potential threats and unauthorized activities. It offers automated compliance reporting to assist in meeting regulatory requirements and supports data discovery and classification features to help organizations understand where sensitive information resides. IBM Guardium enables vulnerability assessment for databases and helps businesses respond to incidents by providing alerts and forensic analysis. The software supports integration with other security platforms, aiming to improve the organization's overall data security posture and reduce risks associated with data breaches and unauthorized access.
Cyera Platform is a data security software that enables organizations to discover, classify, and monitor sensitive information across cloud environments. The software provides automated data mapping and risk assessment, supporting compliance requirements by identifying regulated and sensitive data. It offers policy enforcement features that allow users to implement security controls and detect policy violations. Cyera Platform supports integration with existing security and governance tools, enabling collaboration across security and data teams. By offering visibility into data usage and movement, the software assists in managing data protection and addressing security risks associated with cloud adoption.
Fasoo Enterprise DRM (EDRM) is a data-centric security solution that prevents data loss by protecting sensitive files across their lifecycle - at rest, in transit, and in use. Through persistent encryption and dynamic access controls, Fasoo EDRM ensures that only authorized users can access sensitive content, even after it leaves the organization. It helps prevent unauthorized sharing or leakage of unstructured data within internal and external environments, such as design blueprints, financial reports, and customer records. Policy enforcement can be tailored based on user roles, location, and context, while detailed audit logs and visible watermarking provide clear accountability. With a broad file format support, including CAD files, and seamless integration into enterprise infrastructure, Fasoo EDRM empowers security teams to detect, deter, and prevent data exfiltration at the file level.
Satori Data Security Platform is a software designed to manage and secure access to sensitive data across cloud and database environments. It provides centralized visibility and control over data access, enabling organizations to define policies, automate access workflows, and enforce compliance with data privacy regulations. The software delivers features such as data discovery, real-time monitoring, access control, and activity auditing. Satori Data Security Platform supports integration with various data stores and authentication systems, aiming to address challenges related to unauthorized access, data leakage, and regulatory compliance by streamlining the process of granting, managing, and monitoring data permissions while ensuring that sensitive data remains protected.
Microsoft Purview Data Governance is a software that assists organizations in managing, cataloging, and governing data across various sources. It provides capabilities for data discovery, classification, and mapping, enabling users to create a comprehensive inventory of data assets. The software facilitates policy management, access controls, and lineage tracking to help ensure data compliance and security. By centralizing metadata and enabling automated data classification, the software aims to support data transparency and help organizations address regulatory and privacy requirements while improving data access and quality for analytics and business operations.
ALTR provides data access control to automate data governance and security at scale. Data classification, role-based access controls, dynamic data masking, real-time rate limiting, and alerting are available through a point and click user interface or via APIs. The interface enables non-technical users to control and protect data without knowing how to code. It can accelerate the time it takes to make new data and workloads available to users.
The platform is SaaS, requiring no on-premises hardware or installation. Automated policy enforcement minimizes the time spent on manual user access management, and open-source integrations with many leading Data Catalogs and ETL/ELT providers allow policies to follow sensitive data through data pipelines into data catalogs and new data stores. ALTR connects with data warehouses including Snowflake, Microsoft SQL Server, MySQL and Redshift. Real-time security alerts can be delivered directly to enterprise SIEM, SOC or SOAR security solutions.
Enterprise Data Insight Dynamic Data Masking is a software designed to protect sensitive information in databases by automatically masking or obfuscating data as it is accessed. The software enables organizations to define masking policies that restrict visibility of confidential data based on user role or access privileges, supporting regulatory compliance and minimizing the risk of unauthorized disclosure. The software integrates with existing data infrastructure and allows for flexible configuration without requiring changes to application code. By ensuring sensitive data such as personal or financial records are only visible to authorized users, the software helps address data privacy and security requirements in various business environments.
Sentra is a software designed to provide comprehensive data security and governance solutions for organizations managing cloud environments. The software enables users to discover, classify, and monitor sensitive data across multiple cloud platforms, helping ensure compliance with regulatory standards. Sentra offers features such as continuous data visibility, automated risk assessment, and policy enforcement to identify potential vulnerabilities and prevent unauthorized access. By integrating with existing cloud infrastructure, the software facilitates the management of data permissions and mitigates risks related to data exposure, supporting organizations in securing data assets and maintaining data privacy.
You Need an End-to-End Solution
Power through regulatory roadblocks with measurably reduced risk
Protect sensitive data at its earliest point of entry into your systems Reduce the need to expose the data over the entire data lifecycle
Implementing data-centric security requires a platform that not only offers protection methods fitting your specific use cases, but that also allows you to identify and classify data-sets and perform data analytics across all of them. A data-centric solution must enable you to integrate into your enterprise applications and existing cyber security infrastructure.
Comforte data security platform comprises three integrated services to enable a comprehensive end-to-end data security strategy: SecurDPS Discovery & Classification, SecurDPS Enterprise for data protection integration and monitoring, and SecurDPS Connect.
Imperva Data Security Fabric is a software designed to centralize and streamline data security management across hybrid and multi-cloud environments. The software offers unified data discovery and classification, risk assessment, monitoring, and security controls for structured and unstructured data. It facilitates visibility and governance by integrating data from disparate sources and providing a consolidated view of sensitive data assets. Imperva Data Security Fabric automates compliance reporting and supports regulatory requirements by mapping data access and usage. The software helps organizations detect unauthorized activities and respond to threats through continuous monitoring and alerting features, enabling businesses to protect sensitive information and address risks associated with data storage, movement, and access.
PK Protect is a data security software developed to address data protection and compliance requirements for organizations. The software provides automated data discovery to identify sensitive information across on-premises and cloud environments. PK Protect applies encryption, redaction, and masking to safeguard data in motion and at rest, reducing exposure to unauthorized access and potential breaches. The software supports regulatory compliance by offering tools that monitor, audit, and manage protection activities, ensuring that sensitive data meets governance standards. PK Protect integrates with existing systems and facilitates workflows that help organizations manage risk throughout the data lifecycle.
Tuvis is a software designed to facilitate communication between businesses and their customers by integrating messaging platforms such as WhatsApp and Instagram directly with customer relationship management systems. The software enables users to synchronize conversations, automate workflows, and capture customer interactions for centralized records. Its features include conversation tracking, message templates, automatic logging into CRM systems, and real-time notifications. Tuvis addresses business challenges related to fragmented communication channels and manual data entry, streamlining customer engagement while supporting compliance and improving operational efficiency.
Wrapsody is an AI-powered document management solution that captures, synchronizes, and protects unstructured content across the enterprise. By embedding metadata and assigning persistent identifiers to each file, Wrapsody ensures version control, real-time collaboration, and traceability - whether content is stored locally, in the cloud, or on a file server. Built-in encryption, access control, and automated backup capabilities ensure secure document management throughout its lifecycle. The platform supports digital workplace needs such as team collaboration, content governance, and seamless file sharing across internal and external stakeholders. With AI-powered features like semantic search and document summarization, Wrapsody helps utilizing unstructured content while reducing the risk of data sprawl or loss.
Aurva Data Security Platform is a software designed to help organizations protect sensitive data across cloud and on-premises environments. The software provides data discovery, classification, and continuous monitoring to identify and manage risks related to data exposure. It offers tools for automating policy enforcement, detecting anomalous activities, and ensuring data compliance with industry regulations. Through integration with existing systems, the software supports reporting and analytics to give visibility into data security and facilitate incident response. By addressing data governance and access control, the software enables businesses to mitigate threats and maintain the security of critical information assets.
Confidencial Data Security Platform is a software designed to enhance data protection for organizations by enabling encryption of sensitive information within documents and files. The software provides tools for secure collaboration and sharing, ensuring that only authorized individuals can access confidential data. It automates the process of applying encryption and integrates with commonly used productivity platforms, minimizing disruption to workflow while maintaining rigorous security standards. This software addresses the business challenge of safeguarding proprietary content and personal information across internal and external communications, reducing the risk of unauthorized exposure and compliance breaches.
EncryptRIGHT is a software developed by Prime Factors designed to manage sensitive data by substituting original information with non-sensitive equivalents known as tokens. The software supports a range of tokenization formats and methods, allowing organizations to secure data during storage, processing, and transmission. EncryptRIGHT Tokenization enables data protection across applications and environments, helping address compliance requirements by reducing the exposure of sensitive information such as payment card data, personally identifiable information, and other regulated records. The software integrates with enterprise systems and supports rules-based access controls, enabling organizations to specify which users or applications can access tokenized data and original values. EncryptRIGHT assists organizations in reducing the risk of data breaches and unauthorized disclosures by limiting access to sensitive information while maintaining usability for business processes.
Fasoo Data Radar (FDR) is a data discovery & classification solution that helps organizations gain visibility into unstructured data across endpoints, servers, and cloud environments. It automatically scans and identifies files based on metadata, content, and context, enabling orgzniations to understand type, location, and sensitivity level of their data. FDR supports customizable classification policies to align with internal governance rules and external compliance requirements, including data privacy regulations. It provides tagging and reporting features to maintain an up-to-date inventory of critical files and track changes over time. The solution also enables informed decision-making by offering insight into redundant or sensitive data and supports remediation actions such as encryption, quarantine, or deletion. Operating in real-time, FDR helps organizations enhance information governance, optimize unstructured data management, and reduce exposure to unmanaged or dark data.
The Immuta Data Security Platform unifies and optimizes how you govern and control your most critical data. Automatically connect and classify sensitive data. Control who has access with a single source of policy. Comply with regulations through real-time monitoring and reporting. Unifying data access control across cloud platforms, Immuta offers granular data security at enterprise scale, and simplifies ops to make it possible.
Features of Data Security Platforms
Updated April 2025Mandatory Features:
Field-level or data-object-level granularity authorization policies enforced through, for example, dynamic data masking (DDM), format preserving encryption (FPE) or tokenization, data store APIs or access control policy formats native to a particular database
Support for multiple popular cloud-based data lake offerings
Integration with data catalogs or a product-native data cataloging capability
Optional Features:
Self-service and automated workflows for (accelerating) provisioning of data access
Data activity monitoring (DAM) and auditing
Support for traditional relational database management systems (RDBMS)
Data discovery for sensitive data in structured data stores
Integration with popular identity directories

















