CyberNeuroRT

Real-Time AI-Driven Network Detection & Response

CyberNeuroRT is an advanced Network Detection and Response (NDR) platform designed to provide real-time visibility, AI-powered threat detection, and rapid response across enterprise and multi-tenant environments.

By combining machine learning with neuromorphic spiking neural networks (SNNs), CyberNeuroRT enables security teams to detect known, unknown, and evolving cyber threats with low latency, high accuracy, and scalable performance.

CyberNeuroRT is built for organizations that require continuous network protection without increasing operational complexity.


Why CyberNeuroRT

Modern cyberattacks are fast, adaptive, and increasingly difficult to detect using signature-based tools alone. Attackers blend into normal traffic, exploit timing gaps, and evade traditional defenses.

CyberNeuroRT addresses these challenges by focusing on behavior, timing, and intent, allowing threats to be detected as they emerge, not after damage occurs.

Key Benefits

  • Real-time detection of active threats
  • Behavioral analysis beyond static signatures
  • Reduced alert fatigue through high-confidence detections
  • Scalable, multi-tenant architecture
  • Support for automated and analyst-driven response

What CyberNeuroRT Does

CyberNeuroRT continuously analyzes network traffic and applies multiple AI techniques in parallel to identify malicious behavior and operational risk.

At a high level, the platform: 1. Observes network activity in real time
2. Applies AI-driven behavioral analysis
3. Correlates events across time and protocols
4. Delivers actionable intelligence to analysts
5. Supports rapid containment and response


AI-Powered Threat Detection

CyberNeuroRT uses a combination of supervised and unsupervised machine learning models together with neuromorphic SNN inference to identify threats that bypass traditional security tools.

Instead of relying solely on signatures, CyberNeuroRT analyzes: - Traffic patterns
- Behavioral deviations
- Temporal correlations
- Communication intent

This approach enables reliable detection even when attackers modify tools, infrastructure, or techniques.


Threats CyberNeuroRT Is Designed to Detect

CyberNeuroRT’s AI models are trained to recognize a wide range of real-world attack behaviors commonly observed in enterprise networks, including:

  • Ransomware activity
    Indicators such as anomalous encryption behavior, lateral movement, and command-and-control communication.

  • Credential and password-based attacks
    Brute-force attempts, credential misuse, and abnormal authentication patterns.

  • Network scanning and reconnaissance
    Probing behavior that often precedes exploitation and lateral movement.

  • Web application attacks
    Including Cross-Site Scripting (XSS) and injection-based techniques targeting application-layer vulnerabilities.

  • Backdoor and persistent access mechanisms
    Covert communication channels and unauthorized persistence behavior.

  • Denial-of-Service (DoS) and Distributed DoS (DDoS)
    Volumetric and behavioral traffic anomalies intended to disrupt services.

CyberNeuroRT detects these threats using behavioral analysis and AI inference, rather than static rule matching.

Detection capabilities continue to evolve through controlled model retraining and intelligence updates.


Neuromorphic AI for Low-Latency Detection

CyberNeuroRT integrates neuromorphic spiking neural networks, inspired by biological neural systems, to enable:

  • Ultra-low latency inference
  • Energy-efficient processing
  • Resilient performance under high traffic volumes

This allows CyberNeuroRT to deliver real-time decisions while reducing compute and infrastructure overhead, making it suitable for on-prem, cloud, hybrid, and edge deployments.


Real-Time Visibility & Analyst Experience

CyberNeuroRT provides a real-time analyst dashboard that enables teams to:

  • Monitor evolving threats continuously
  • Investigate suspicious activity with context
  • Access historical network data for forensic analysis
  • Re-run analysis on stored traffic when required

The interface is designed to reduce investigation time and improve situational awareness.


Automated & Analyst-Controlled Response

CyberNeuroRT supports both automated remediation and human-in-the-loop response, allowing organizations to balance speed and operational control.

Response actions may include: - Traffic isolation
- Blocking malicious communication paths
- Analyst-approved containment workflows

This approach enables rapid threat containment while minimizing operational risk.


Built for Scale & Multi-Tenant Environments

CyberNeuroRT is architected for enterprise and service-provider deployments, with strict isolation across tenants.

Key design principles include: - Tenant-level data separation
- Scalable streaming and analytics pipelines
- Predictable performance under high load

This makes CyberNeuroRT suitable for large enterprises, MSSPs, and distributed organizations.


Security & Zero Trust Alignment

CyberNeuroRT is designed to integrate with Zero Trust architectures and modern security frameworks.

Core security principles include: - Strong authentication and authorization
- Encrypted communication
- Role-based access control
- Least-privilege enforcement

This reduces attack surface and supports secure remote and hybrid access models.


Who CyberNeuroRT Is For

CyberNeuroRT is ideal for organizations that require high-confidence, real-time network defense, including:

  • Enterprise Security Operations Centers (SOC)
  • Managed Security Service Providers (MSSPs)
  • Critical infrastructure operators
  • Regulated industries
  • Organizations adopting Zero Trust architectures

What’s Next

If you are new to CyberNeuroRT, the recommended next steps are:

  1. Review the Installation guide to deploy sensors and services
  2. Follow the Usage section to explore detection and dashboards
  3. Refer to API Documentation for integrations and automation
  4. Use Troubleshooting for common operational questions

CyberNeuroRT is designed to grow with your environment — delivering continuous visibility, intelligent detection, and confident response as threats evolve.

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