{"repo":"SridharSolaris/CYBER_SHIELD","free":true,"listed":false,"github":"https://github.com/SridharSolaris/CYBER_SHIELD","clone":"git clone https://github.com/SridharSolaris/CYBER_SHIELD.git","description":"CyberShield: Real-Time XAI-Powered IP Threat Detection and Prevention System. This Project done by a team of 4 members having the following usernames: @SridharSolaris @ESSPRADEEP3000 @Sivaram18162","language":"JavaScript","stars":15,"topics":["application-firewall","cybersecurity","monitoring","risk-analysis","web"],"license":null,"category":"security-tools","readme_excerpt":"CyberShield: Real-Time XAI-Powered IP Threat Detection and Prevention System CyberShield is a real-time threat detection and prevention system designed to analyze IP activity using explainable AI (XAI) models. It provides accurate risk assessments with transparent explanations, allowing users to mitigate cyber threats effectively. 🚀 Features - Real-time IP analysis using AI-powered risk scoring. - Integration with AbuseIPDB for threat intelligence. - SHAP-based explainability for transparent risk explanations. - Interactive dashboard for monitoring and managing threats. - Automated prevention with rule-based blocking. --- 🧑‍💻 Prerequisites Ensure the following are installed before running the system: - Node.js (Backend & Frontend) - MongoDB (Database) - Python 3.x (For AI Model) - AbuseIPDB API Key - Postman (For API testing, optional) --- ⚙️ Installation and Execution Steps ✅ 1. Start Frontend (React.js) - Access the dashboard at: http://localhost:5713 --- ✅ 2. Start Backend (Node.js + Express.js) - API will be available at: http://localhost:5000 --- ✅ 3. Start AI Model (Python) Confirm Python dependencies are installed using: - Ensure the model listens for incoming requests from the backend. --- 🧪 Testing the System 1. Login to Dashboard : Access http://localhost:3000 and log in with your credentials. 2. Analyze IPs : Enter an IP address for analysis. The system will fetch data from AbuseIPDB and pass it to the AI model. 3. View Results : Check the risk score, detailed ","default_branch":null,"files":null,"tree":[],"storefront":"/r/SridharSolaris","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SridharSolaris/CYBER_SHIELD/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}