Cyber Circuit
⚛️ Quantum Enhanced • 🚀 GPU-Accelerated • 🧠 AI-Powered
Experience the world's first enterprise quantum-enhanced cybersecurity platform powered by QLLMe™ (Quantum Large Language Model Engine) - our patent-pending quantum AI platform technology. Our IBM Quantum-trained autoencoder with 7,890,432 parameters processes 1,024,000 quantum states through a 32-dimensional latent manifold, combining GPU-accelerated quantum computing, autonomous AI agents, Quantum Threat Observatory, and comprehensive SIEM operations to deliver unprecedented protection against sophisticated cyber threats.
🌌 IBM Quantum-Trained Autoencoder
The autoencoder that guards Cyber-Circuit compresses over a million measurement states from 1000 plus IBM Quantum jobs into a 32-dimensional latent manifold, enabling anomalies to pop instantly
🔍 Latent Projection
Inspect how IBM Q patterns cluster in real time. The 32-dimensional latent space reveals hidden threat correlations that classical systems cannot detect.
📊 Reconstruction Watch
Quantum-informed loss statistics expose drift minutes before classical systems notice. Real-time anomaly detection with 7.8M-weight model precision.
⚙️ Lifecycle Control
Start training, monitor progress, and synthesize new circuits without leaving the console. Full operational control over quantum model deployment.
Real IBM Quantum Data Integration
Production-ready quantum-enhanced threat detection powered by authentic IBM quantum hardware data
IBM Torino Integration
Over 1,000,000 verified quantum states captured from IBM Torino's 133-qubit quantum processor. High-dimensional quantum feature space provides unprecedented pattern recognition capabilities.
Quantum Circuit Categories
Bell states, GHZ states, Random circuits, and Hadamard gates with entropy metrics ranging 0.79-3.65 bits. Entanglement fidelity up to 99.8% ensures authentic quantum correlations.
SQL Live Telemetry Feed
Continuous SQL-backed telemetry pipeline enables real-time threat detection, drift monitoring, and auditable model decisions. Live data ingestion ensures up-to-the-second accuracy.
🔭 Quantum Threat Observatory
IBM Quantum Production Telemetry Meets Live SOC Operations
The Quantum Observatory sits on the same dataset that powers our training console: 1,056 IBM Quantum jobs, 1,024,000 measurement states, and a 7,890,432-parameter autoencoder compressed into a 32-dimensional latent manifold. Every chart you see is grounded in that live checkpoint.
Network Topology
The 3D canvas rebuilds quantum-informed network graphs. Node weights are recalculated from the latest IBM Quantum shots so you can see where 1,024,000 measurement states translate into live risk across interconnected assets.
Threat Prediction Matrix
The heatmap layers quantum feature vectors onto classical telemetry to forecast breach origin and velocity. Hover to inspect probabilities and entropy drift sourced from the 32-D latent encodings.
Circuit Vulnerability Scanner
Highlights weak points across quantum and classical circuits, correlating those million-scale measurement states with SOC telemetry so remediation can be prioritised before entanglement degrades.
Why It Matters
This observatory is more than a dashboard—it is the operational lens for our IBM QPU-trained autoencoder. Every animation proves that the same 7.8M-weight model fueling the training console is steering situational awareness for the wider platform.
🤖 Strategic Agent System
Autonomous AI-driven strategic decision making with quantum-enhanced reasoning
Live Strategic Agent Dashboard
🎯 Scenario Replay: Quantum Lateral Spread
Hybrid worm leveraging post-quantum channels for lateral movement through privileged segments.
Autonomous Decision Making
AI-powered strategic agent with confidence-based threat assessment (0-100% scoring). Real-time decision history tracking with impact scoring and adaptive learning from threat patterns.
Strategic Response Framework
Intelligent threat prioritization, dynamic resource allocation, automated escalation management, and pattern recognition for predictive defense capabilities.
Quantum Enhancement Integration
Uses quantum correlation patterns to identify complex threat relationships. Quantum-inspired algorithms for multi-dimensional assessment and predictive threat forecasting.
🖥️ SIEM Operations Center
Comprehensive security information and event management with compliance insights
The SIEM Operations Center aggregates security telemetry captured by our platform, layering correlation logic and compliance insights on top of raw events.
Log Aggregation & Correlation
Advanced correlation engine processes security events from multiple sources, identifying patterns and relationships that indicate potential threats or policy violations.
Event Download & Export
Complete event data export capabilities for forensic analysis, compliance audits, and long-term archival. Support for multiple formats including CSV, JSON, and SIEM-compatible formats.
SIEM Dashboard Interface
Intuitive interface for real-time security monitoring, threat visualization, and incident investigation. Customizable views for different security roles and responsibilities.
🚨 Alert Management System
Centralized alert tracking with acknowledgment workflows, assignment capabilities, and escalation automation. Full audit trail for compliance and incident response.
📋 Compliance Reporting
Pre-built and customizable compliance reports for GDPR, HIPAA, PCI-DSS, SOC 2, and other regulatory frameworks. Automated scheduling and distribution.
Enterprise Integration Capabilities
The SIEM Operations Center seamlessly integrates with existing security infrastructure:
🎯 MCP Orchestration Engine
Revolutionary Model Context Protocol technology that coordinates CUDA, cuDNN, and PyTorch for quantum-classical workflow acceleration
⚡ Persistent Context
GPU memory stays "warm" between quantum operations, eliminating initialization overhead and delivering 3x faster processing compared to traditional approaches.
🔧 Multi-Framework Coordination
Simultaneous orchestration of CUDA, cuDNN, PyTorch, and TensorFlow Quantum with shared context - most platforms use only one framework.
🚀 Quantum-Classical Pipeline
Seamless transitions between quantum pattern recognition and classical verification without GPU context loss or framework switching overhead.
🛡️ Enterprise-Grade Cybersecurity Features
Quantum-Enhanced Detection
Revolutionary quantum circuits using TensorFlow Quantum and Cirq with real IBM quantum data. Analyzes threat patterns through quantum superposition and entanglement, detecting correlations impossible for classical systems.
GPU-Accelerated Performance
Optimized for NVIDIA RTX hardware with CUDA 12.x support. MCP orchestration delivers enterprise-grade acceleration with persistent GPU context and zero framework switching overhead.
Advanced AI/ML Pipeline
CNN, GNN, LSTM, RNN networks with PennyLane optimization and ensemble methods. Our hybrid quantum-classical models continuously learn and adapt, providing superior threat classification with <0.025% false positive rate.
Real-Time Network Monitoring
Advanced packet capture and deep packet inspection with multi-interface support. Protocol analysis for TCP/IP, HTTP/HTTPS, DNS with intelligent traffic filtering and behavioral analysis.
Automated Response System
Intelligent automated response engine with real-time threat containment. Dynamic firewall rules, network segmentation, endpoint quarantine with sub-second reaction times and 98.3% success rate.
Cryptographic Assessment
Post-quantum readiness assessment engine with quantum vulnerability detection. Real-time scanning for encryption weaknesses, NIST compliance tracking, and migration planning with cost estimation.
Enterprise Email Alerting
Multi-channel alert management with SMTP integration, customizable templates, and role-based routing. 99.7% delivery success rate with 2.3s average delivery time and automated escalation workflows.
System Performance Monitoring
Comprehensive resource and health monitoring with CPU, memory, GPU, and network I/O tracking. Predictive failure detection with 99.9% uptime and automated recovery capabilities.
Real-Time SOC Dashboard
Professional Security Operations Center interface with live threat feeds, quantum circuit visualization, GPU performance monitoring, and interactive system controls for enterprise teams.
🔬 Production-Ready Technology Stack
Built on proven quantum computing frameworks with enterprise deployment capabilities
Quantum Computing
7.89M-Parameter Autoencoder, TensorFlow Quantum 0.7.2, Cirq 1.3.0, PennyLane 0.42.1, IBM Quantum Data (1,024,000 states), 32-D Latent Manifold
AI/ML Stack
TensorFlow 2.13.0, CNN, GNN, LSTM, RNN, PennyLane Optimization, Ensemble Methods, Behavioral Analysis
GPU Acceleration
NVIDIA RTX Hardware, CUDA 12.x, Tensor Cores, MCP Orchestration, Persistent Context, Multi-Framework
Strategic Agent
Autonomous AI Decision Making, Confidence Scoring (0-100%), Quantum-Enhanced Reasoning, Adaptive Learning
Threat Observatory
Network Topology Visualization, Threat Prediction Matrix, Circuit Vulnerability Scanner, Real-time Risk Analysis
Network Monitoring
Scapy Packet Capture, Multi-Interface Support, Protocol Analysis, Deep Packet Inspection, Real-time Processing
Communication
SMTP/Exchange, API Webhooks, Mobile Push, Slack/Teams Integration, SMS Gateway, Multi-Channel Alerts
Cryptography
Post-Quantum Assessment, NIST Compliance, Quantum Vulnerability Detection, Migration Planning
Data Management
SQL Live Telemetry, SQLite Database, IOC Storage, Threat Intelligence Feeds, Real-time Correlation
SIEM Operations
Log Aggregation, Correlation Engine, Event Export, Compliance Reporting, Alert Management, Integration APIs
Enterprise Deployment
Linux Systemd, Production Logging, API Integration, Health Monitoring, 99.9% Uptime, Docker Support
📊 Proven Performance Metrics
Real performance data from production deployments with quantum enhancement
🎯 Enterprise Deployment Scenarios
🏢 Enterprise Security Operations Centers
24/7 threat monitoring with MCP-accelerated quantum pattern recognition. Automated response workflows with email notifications and real-time dashboard integration.
🏭 Critical Infrastructure Protection
Specialized detection for SCADA and industrial control systems. Advanced persistent threat detection with quantum correlation analysis and automated quarantine.
🏦 Financial Services Security
Real-time fraud detection with quantum-enhanced pattern recognition. Cryptographic assessment for post-quantum readiness and regulatory compliance tracking.
☁️ Cloud & Hybrid Environments
Multi-cloud security with quantum-enhanced anomaly detection. Container protection with GPU-accelerated behavioral analysis and automated response.
🏥 Healthcare Data Protection
HIPAA-compliant threat detection with quantum-enhanced privacy protection. Real-time monitoring of patient data access with automated compliance reporting.
🏛️ Government & Defense
Advanced threat detection for classified networks. Post-quantum cryptography readiness with quantum-verified security protocols and real-time intelligence.
🔬 Research & Development
Cutting-edge platform for cybersecurity research. Modular architecture enables experimentation with quantum machine learning and real-world threat data.
⚡ Energy & Utilities
Protection for smart grids and energy infrastructure. Real-time anomaly detection for power distribution systems with automated threat response.
Ready to Experience Cyber Circuit?
Join the quantum revolution in cybersecurity powered by QLLMe™
Experience IBM Quantum-trained autoencoder (7.89M parameters, 1,024,000 quantum states), Quantum Threat Observatory, autonomous strategic AI agents, comprehensive SIEM operations, MCP orchestration, automated response systems, and quantum-enhanced threat detection protecting your organization in real-time.
Platform Highlights:
⚛️ 1,056 IBM Quantum Jobs • 🧠 7.89M-Parameter Autoencoder • 🔭 Quantum Threat Observatory
🤖 Strategic AI Agent • 📧 Multi-Channel Alerts • 🖥️ Enterprise SIEM • 🚀 Real-Time Response
⚡ Linux Deployment Ready • 🎮 NVIDIA RTX Optimized • 🏢 Enterprise Support Available