| Behavioral Baseline Monitoring |
Learns normal workload behavior; flags only statistically significant deviations, not every anomaly |
Fileless attacks, lateral movement, insider threats |
| Runtime Protection |
Evaluates process execution in context; auto-scaling and pipeline tasks are recognized as expected |
Memory-based exploits, malicious code injection, zero-days |
| Continuous Vulnerability Assessment |
Scores findings by exploitability, not just existence, cutting thousands of low-priority CVE alerts |
Actively reachable vulnerabilities with real attack paths |
| File Integrity Monitoring (Context-Aware) |
Suppresses FIM alerts within authorized change windows; flags unexpected modifications outside them |
Unauthorized file changes, tampered binaries, rootkits |
| Cloud Security Posture Management (CSPM) |
Cross-references alert severity with actual configuration risk; reduces noise from overly broad policies |
Misconfigurations, IAM drift, compliance violations |
| Unified Platform Correlation |
Merges network, endpoint, and cloud signals into single incidents, eliminates duplicate alerts at the source |
Multi-vector attacks that span cloud and on-prem infrastructure |
| API Security Controls |
Baselines expected API call patterns; suppresses known-good traffic, flags deviations |
API abuse, unauthorized data exfiltration, supply chain attacks |
