Security Posture Assessment & Risk Prioritization
Identifies structural security drift and misconfiguration and flags vulnerabilities based on the sensitivity of exposed data.
Cat avg: 9.1
Top Performing Features
Data Access & Entitlement Mapping
Analyzes IAM policies, roles, and Access Control Lists (ACLs) to determine who or what has read/write access to sensitive datasets.
Cat avg: 8.2
Non-Intrusive, Agentless Scanning
Agentless architecture for scanning without degrading database performance or violating host boundaries.
Cat avg: 8.2
Data Lineage and Flow Tracking
Visually maps the lifecycle of sensitive data—tracking its origin, where it has been copied, and its destination pipelines.
Cat avg: 8.2
Worst Performing Features
Shadow & Dark Data Identification
Uncovers undocumented database or forgotten files that exist outside of official IT/security inventories.
Cat avg: 7.3
AI-Ready Security Guardrails
Manages AI pipeline risk to ensure sensitive data is masked or blocked before it can be ingested by LLMs.
Cat avg: 7.3
Automated Remediation Workflows
Automated remediation to fix risky permissions, remove stale access, or lock down exposed buckets.
Cat avg: 8.2
IBM Guardium Features from Reviews
Data Security Posture Management (DSPM)
The defining capabilities of Data Security Posture Management (DSPM) software, broken into core (must-have) and best-of-breed (advanced) features.
8.10%
Shadow & Dark Data Identification
Uncovers undocumented database or forgotten files that exist outside of official IT/security inventories.
Category average: 7.3
Data Access & Entitlement Mapping
Analyzes IAM policies, roles, and Access Control Lists (ACLs) to determine who or what has read/write access to sensitive datasets.
Category average: 8.2
Security Posture Assessment & Risk Prioritization
Identifies structural security drift and misconfiguration and flags vulnerabilities based on the sensitivity of exposed data.
Category average: 9.1
Non-Intrusive, Agentless Scanning
Agentless architecture for scanning without degrading database performance or violating host boundaries.
Category average: 8.2
Data Lineage and Flow Tracking
Visually maps the lifecycle of sensitive data—tracking its origin, where it has been copied, and its destination pipelines.
Category average: 8.2
Automated Remediation Workflows
Automated remediation to fix risky permissions, remove stale access, or lock down exposed buckets.
Category average: 8.2
Real-Time Data Detection and Response (DDR)
Integrates DDR to provide real-time monitoring of data activity, flagging anomalous behaviors.
Category average: 8.2
AI-Ready Security Guardrails
Manages AI pipeline risk to ensure sensitive data is masked or blocked before it can be ingested by LLMs.
Category average: 7.3
Automated Compliance Mapping
Automatically maps data risks directly to major regulatory frameworks, with real-time audit logs and compliance posture scores.
Category average: 8.2