🛡️ Architecture

Zero-trust, AI-driven security infrastructure engineered for enterprise scale, sub-millisecond threat response, and seamless integration with existing security toolchains.

Version: v4.2.1-stable
Last Updated: 2025-09-12
Status: ● Operational
SLA: 99.999% Uptime

System Architecture

High-level data flow from edge ingestion through AI analysis to automated response orchestration.

Edge Collectors Network/Endpoint Logs & Events Stream Process Normalization Enrichment AI Analysis Threat Detection Behavioral ML Orchestrator SOAR Playbooks Auto-Remediation Secure Vault Immutable Audit Compliance DB Data Flow Direction AI Processing Layer

Core Components

Modular microservices architecture designed for horizontal scaling and fault tolerance.

📡

Edge Ingestion Layer

Lightweight collectors deployed at network boundaries and endpoints. Handles log normalization, protocol parsing, and initial deduplication.

Syslog CEF/Leeft gRPC TLS 1.3

Stream Processing Engine

High-throughput event pipeline using distributed message queues. Implements windowing, correlation, and real-time enrichment with threat intel feeds.

Kafka Flink 50k EPS
🧠

AI Threat Detection

Hybrid ML models combining supervised classification, unsupervised anomaly detection, and LLM-powered contextual analysis for zero-day identification.

TensorRT PyTorch Graph Neural Nets
🔗

Response Orchestrator

SOAR integration hub that executes automated containment, triggers alerts, and manages incident lifecycle across security toolchains.

REST/Webhooks YAML Playbooks <50ms Latency

Technical Specifications

Benchmarked performance metrics across production deployments.

50,000
Events Per Second
<45ms
End-to-End Latency
AES-256
Encryption at Rest
99.999%
Platform Uptime SLA
6
Global Edge Regions
Zero-Trust
Network Architecture

API Integration Example

Connect to the CyberVault API for custom automation, threat feed ingestion, or SIEM forwarding.

Python SDK Example 📋 Copy
import cybervault # Initialize client with zero-trust credentials client = cybervault.Client( api_key="cv_live_...", region="us-east-1", timeout=0.05 # 50ms max latency ) # Submit custom event stream client.events.ingest([ { "source": "firewall-edge-01", "type": "network.alert", "severity": "critical", "payload": {"dst_ip": "192.168.1.44", "action": "blocked"} } ]) # Trigger automated response playbook client.soar.execute("isolate_host", host_id="hv-88a2")

Integration Ecosystem

Native connectors for leading security, cloud, and DevOps platforms.

☁️
AWS Security Hub
🟦
Microsoft Sentinel
🔴
Palo Alto Cortex
🟡
Splunk Enterprise
🟠
HashiCorp Vault
🐙
GitHub Actions
🐳
Docker/Kubernetes
💬
Slack/Microsoft Teams