Top 10 Data-Centric Security Software 


Based on product focus areas and user experiences shared in review platforms, here are the top 10 data-centric security software that helps security teams tag, track sensitive data points, and gain visibility for compliance audits, including SOC 1, SOC 2, FedRAMP, and ISO27001:

Top 10 Data-Centric Security Software 

Data security posture management (DSPM)

Symmetry DataGuard logo

Data security posture management (DSPM)

Varonis logo

Data security posture management (DSPM)

Dig Security Platform logo

Data security posture management (DSPM)

Data security posture management (DSPM)

Egnyte logo

Cloud content collaboration

Microsoft Purview logo

Sensitive data discovery

See the explanation for vendor focus areas.

Features

Software DSPM Data masking Data classifiers
Sentra 200+
Symmetry DataGuard
Varonis 400+
Dig Security Platform 100+
BigID Data Security Platform
Egnyte 400+
Acronis Cyber Protect Cloud
Imperva Data Security Fabric (DSF) 250+
Satori Data Security Platform
Microsoft Purview Information Protection 200+

*DSPM: Data security posture management.

  • All software support AES-256 encryption which is one of the most secure encryption methods. It is highly resistant to brute-force attacks and adheres to demanding regulatory standards such as GDPR, HIPAA, and PCI-DSS.
  • Software with high number of data classifiers offer a broad scope for categorizing data based on its sensitivity.

Market presence

Software Rating # of employees
Sentra 3.8 based on 100 reviews 458
Symmetry DataGuard 4.6 based on 73 reviews 11-50
Dig Security Platform 4.6 based on 32 reviews 51-200
BigID Data Security Platform 4.7 based on 16 reviews 651
Egnyte 4.4 based on 1,108 reviews 1,147
Acronis Cyber Protect Cloud 4.5 based on 705 reviews 1,974
Imperva Data Security Fabric (DSF) 4.7 based on 7 reviews 1,716
Satori Data Security Platform 3.5 based on 5 reviews 27
Microsoft Purview Information Protection 4.5 based on reviews 47 244,900

Disclaimer: Market presence data come from Gartner , G2, TrustRadius, and Capterra .

What is data-centric security software?

Data-centric security software protects the data itself rather than the infrastructure or application that stores or accesses it. Security teams utilize data-centric security solutions to protect data in transit, at rest, or being used.

Data-centric security software’s core functions include finding sensitive data discovery, security policy management, role-based access control, encryption, and data obfuscation procedures such as data masking.

Sentra 

Sentra is an ideal choice for organizations that manage large amounts of sensitive data in IaaS and DBaaS environments since it has capabilities that can help identify shadow data effectively, including:

  • out-of-the-box data classifiers
  • extensive cloud & data warehouse coverage 

Additionally, its DDR capabilities provide real-time monitoring and alerting to help security teams gain visibility across their data stores and limit shadow data.

The platform supports petabyte-scale data operations and includes 20 pre-built or configurable integrations and 200+ data classifiers. With Senta organizations can:

  • Discover and classify unstructured data with machine learning support.
  • Detects risky combinations of sensitive data.
  • Gain visibility into where their sensitive data assets are and who has access to them, and translate your GDPR, HIPAA, and PCI DSS requirements into rules to inform when data is transferred. For more: Data compliance.

Coverage:

  • Azure/Microsoft 365: Azure, Microsoft 365, OneDrive, SharePoint, Office Online, Teams 
  • AWS: Amazon AWS, S3, DynamoDB, MySQL Memcached, PostgreSQL, ElasticSearch, Open Search, Redis, SQL Server, Oracle EC2
  • GCP: Google Cloud Storage, BigQuery, Cloud Bigtable, Cloud SQL, Cloud Spanner, Dataflow, Google Workspace
  • Data Warehouse: Snowflake, Databricks, BigQuery, Amazon Redshift, MongoDB Atlas

Choose Sentra to secure and classify your cloud data.

Symmetry DataGuard

Symmetry DataGuard is a DSPM solution with data detection and response (DDR) capabilities. It aims to detect anomalies and deliver real-time alerts based on data type, user, and operation, allowing for a quick response. It offers cloud and traditional SaaS deployments.

The solution can give fine-grained data visibility while enabling agentless scanning across all cloud and data store types, including AWS, Azure, and GCP.

It also provides prioritized risk detection and cloud identity management features to support the implementation of zero-trust frameworks.

Varonis

Varonis is a data security platform with DSPM capabilities, it detects insider risks and cyberattacks by monitoring data, account activity, and user behavior. Varonis enables data classification with several approaches such as incremental scanning, OCR, and algorithmic verification. 

Key features:

  • data discovery and classification
  • sensitive labeling
  • automated control for data access governance
  • compliance management

Deployment options include cloud, on-premise Windows, Linux, Red Hat Enterprise Linux, and Oracle Solaris.

Dig Security Platform

Dig Security Platform by Prisma Cloud, acquired by Palo Alto Networks in 2023, enables companies to gain transparency into where sensitive data is stored, how it’s classified, and who has access to it. The software offers CSV  and compliance reporting for  SOC 2, HIPAA, and PCI-DSS. 

With Dig Security Platform  organizations can:

  • Visualize data assets across IaaS, PaaS, and DBaaS.
  • Conduct automated discovery and classification of data assets in public clouds including:
    • AWS,
    • Azure,
    • GCP,
    • and cloud-based data analytics solutions like Snowflake. 
  • Leverage data classification with 100+ automated classifiers (e.g. PCI, PII, PHI, GDPR, and CCPA).
  • Use data detection and response (DDR).

Dig enables alert consumption via:

  • Dig app – full alert and forensic information for investigations 
  • Email 
  • Slack 
  • Jira ServiceNow 
  • SIEM/SOAR 
  • Customized solution via webhook integration

BigID Data Security Platform

BigID Data Security Platform offers a DDSPM platform that provides machine learning-based classification and file analysis. The platform is intended to support multi-cloud scenarios by providing data-centric security.

It uses customized, machine learning-driven classification to help users identify specific data kinds such as critical, sensitive, and regulated data. This helps companies gain data visibility to comply with regulations such as NIST, GDPR, DCAM, CMMC, and CIS Control 3.

Key features:

  • DPM – data privacy management
  • DDR – data detection and response
  • DLP – data loss prevention
  • FAI – file access intelligence

Coverage: Offers 100+ connectors, including:

  • SaaS, IaaS, PaaS
  • Data Centers & On-Prem
  • Dev Tools

Egnyte

Egnyte is a business cloud storage and file-sharing service. Egnyte is dedicated solely to file collaboration and management, making it a more focused and specialized solution compared to generalist platforms.

For companies needing file management features like local caching, offline access, and hybrid cloud management, Egnyte is a strong choice. 

With Egnyte companies can:

  • Protect legacy file access 
  • Enable cloud file storage
  • Execute File syncing

Pros:

  • Seamless collaboration: The software facilitates collaboration on documents, particularly for teams working remotely. While it doesn’t natively support simultaneous editing for Office docs on Macs (using the desktop version of Office), it supports real-time collaboration via Office Online.
  • Support for hybrid file sharing: Egnyte excels in providing hybrid file-sharing capabilities. This means businesses can seamlessly access, sync, and share files across cloud and on-premises environments without the complexities of managing two separate storage systems.
  • Strict access controls and permissions for files for enterprise-level security.

Cons:

  • Pricing: Egnyte can be more expensive than some competitors, especially when adding features like SSO (Single Sign-On) and device management.
  • Folder recovery limitations: With Egnyte folders, only individual files cannot be restored to a previous point in time.
  • Limited platform support for editing on Mac: To edit Office files on Macs, you need to use Office Online, whereas this feature works natively on Windows.

Acronis Cyber Protect Cloud

Acronis Cyber Protect Cloud is a single service provider solution that includes backup, and anti-malware (including anti-virus, anti-ransomware, and anti-crypto jacking). 

In addition to backups, Acronis Cyber Protect Cloud offers endpoint protection that includes antivirus, firewall, and ransomware protection, ensuring a complete solution for endpoint security.

This unified approach simplifies management and improves efficiency, especially for businesses looking for an all-in-one solution to protect their data and systems from cyber threats and data loss.

Acronis Cyber Protect Cloud’s Security and management functions include

  • XDR – extended detection and response
  • Backup and disaster recovery
  • DLP – data loss prevention
  • File sync and share
  • Patch management and URL filtering
  • Email security

Imperva Data Security Fabric 

Imperva is a data security company that assists businesses in securing sensitive data throughout the whole cloud adoption process. 

The platform provides visibility into data activities, ensures security across environments, and provides deeper security and threat context, and unified data protection.

This includes identifying, classifying, and monitoring data activities, as well as enforcing policies across multi-cloud, hybrid, and on-premises environments. 

Coverage: 

  • Protects any data sources and types:
    • structured,
    • unstructured,
    • and semi-structured.
  • Provides over 260 built-in integrations with other widely used enterprise security infrastructure systems:
  • Offers native integration with over 65 database services.

Satori Data Security Platform

Satori Data Security Platform enables security and engineering teams to streamline data access by automating access controls, security, and compliance needs throughout their data architecture. It is primarily used by healthcare, technology, and financial services companies.

With Satori’s Data Security Platform’s data store discovery feature, users can connect Satori directly to their cloud accounts and receive a comprehensive picture of all data stores in the organization. 

For example, if a team creates a “shadow” cloud database without access restrictions, the data and security teams will be notified immediately and will take action, such as shutting it down or implementing suitable access controls.

Microsoft Purview Information Protection

With Microsoft Purview Information Protection (previously Microsoft Information Protection) users can categorize, and protect sensitive information wherever it may reside or transit. The information protection capabilities include:

  • Sensitivity labels to:
    • Manage sensitivity labels for Office apps
    • Encrypt documents and emails
    • Protect calendar items, Teams meetings, and chat
  • Message encryption: Encrypts email messages and attached documents.
  • Microsoft Purview Data Map: Identifies sensitive data and applies labeling to content in Microsoft Purview Data Map assets. These include files in storage such as Azure Data Lake and Azure Files and schematized data such as columns in Azure SQL DB and Azure Cosmos DB.
  • Endpoint data loss prevention: Extend DLP capabilities to items on Windows 10 computers.

Why is data-centric software important?

Data-centric software focuses on data security, protection, and management at the granular level over the systems and networks that store data. These tools seek to directly secure the data within the network perimeter.

One advantage of this technique is that a network or device intrusion does not immediately compromise information. Similarly, if an attacker can decrypt a bit of data, they will only have access to that particular data, not the information stored on your device.

Data-centric security and zero-trust methods share similarities

Data-centric security and zero-trust techniques complement one another.

  • The data-centric security strategy emphasizes the need to protect data at the granular level.
  • Zero-trust security paradigm emphasizes data protection while restricting access to authorized users exclusively.

Numerous companies tightly connect the two techniques in their security programs, limiting data loss while providing greater control over sensitive information.

Data-centric security solutions provide attribute-based access control (ABAC) to ensure that only authorized users can access critical information.

How does data-centric security software work?

Data-centric security software seeks to protect data within an enterprise. Several systems, procedures, and policies collaborate to enable data-centric security for businesses, including:

  1. Data encryption converts data into unreadable encrypted text, which prevents unauthorized access. It can be used with data at rest or in transit.
  2. Data classification is the process of categorizing and tagging data based on common criteria such as level of sensitivity or project scope. The tagging process adds labels or metadata to enable identification and categorization, ensuring proper data protection.
  3. Data governance ensures the accuracy of an organization’s data by establishing guidelines for data handling, access, and management. It also improves the confidence and traceability of an organization’s data.
  4. Access restrictions ensure that only authorized users have access to sensitive information. The system verifies access permission using a variety of authentication methods, including multi-factor authentication (MFA), and role-based access control (RBAC).
  5. Data loss prevention prevents the loss of sensitive information, whether accidentally or purposefully.
  6. Data monitoring and auditing analyze an organization’s data for security incidents or risks. 

Vendor focus areas

Vendors focus on:

  • Data security posture management (DSPM): Protects the organization’s data infrastructure, not just on sensitive data.  These software go beyond the discovery and classification of cloud data. They have a broader scope and include risk assessment, compliance management, and data access control actions. For more: DSPM vendors.
  • Cloud content collaboration: Operate on a cloud environment to enable secure file sharing and collaboration of cloud content.
  • Data masking: Obfuscates sensitive data to preserve privacy. These software are useful in non-production environments like testing, development, or analytics where real data should not be used.
  • Cloud data security: Excels cloud-based environments for data protection including preventing breaches, and data loss, and ensuring secure access in the cloud.
    Note that, while cloud data security solutions are strong for securing data in cloud environments, DSPM vendors offer a more comprehensive solution with machine learning, data detection, and response (DDR) capabilities that address a wider array of vulnerabilities.
  • Sensitive data discovery: Helps security teams implement the first step in protection and compliance measures by flagging and classifying information, these vendors are data.

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