SovereignGuard AI is a next-generation cyber security platform designed to protect critical digital infrastructure such as government portals, public databases, and national networks.
The system uses Artificial Intelligence, Zero-Trust Security, and Real-Time Monitoring to detect and prevent cyber attacks before they cause damage.
Visualizes global cyber attacks targeting protected infrastructure with animated attack paths.
Displays real-time number of active threats detected by the system.
Tracks abnormal network spikes that may indicate DDoS or malware communication.
Shows critical alerts for suspicious logins, malware traffic, and unauthorized access attempts.
Machine learning models analyze system activity and predict potential cyber attacks.
Every login attempt is verified using device fingerprinting and behavioral analysis.
A centralized dashboard for monitoring cyber threats and system activity.
User / Admin ⬇ React Dashboard (Security Operations Center UI) ⬇ Node.js Backend API ⬇ AI Threat Detection Engine (Python) ⬇ Database & Security Logs
The platform continuously monitors user activity, network traffic, and system behavior to detect anomalies.
SovereignGuard AI uses machine learning models to detect cyber threats.
Examples include:
• Isolation Forest for anomaly detection • Logistic Regression for threat prediction • Behavioral analysis for suspicious logins • Traffic pattern analysis for DDoS detection
React.js Chart.js React Simple Maps
Node.js Express.js
Python Scikit-learn
MongoDB
Security Operations Dashboard with cyber attack visualization.
sovereignguard-ai
│
├── frontend
│ ├── dashboard
│ └── components
│
├── backend
│ ├── routes
│ ├── models
│ └── server.js
│
├── ai_engine
│ ├── anomaly_detection.py
│ └── threat_prediction.py
│
├── database
│ └── schema.sql
│
└── README.md
Clone the repository
git clone https://github.com/YOUR_USERNAME/sovereignguard-ai.git
Navigate to project
cd sovereignguard-ai
Install backend dependencies
cd backend
npm install
Run backend
node server.js
Run frontend
cd frontend/dashboard
npm install
npm start
The dashboard includes:
• Real-time cyber attack visualization • Threat detection alerts • Network traffic graphs • AI threat prediction panel
SovereignGuard AI can help secure:
• Government portals • Digital India services • Banking infrastructure • Smart city networks • Defense communication systems
Possible future improvements include:
• Deepfake detection for voice impersonation • Post-Quantum encryption support • Blockchain based threat intelligence sharing • Autonomous AI cyber defense agents
Lucky Sharma
Cyber Security & AI Innovation Project
If you like this project, consider giving it a ⭐ on GitHub!