GuardianAI: AI-powered DeFi security for U2U—real-time fraud detection, analytics, and risk scoring. All features work without contracts; on-chain integration ready.
GuardianAI is an advanced AI-powered security platform for the U2U Network, designed to protect DeFi protocols and users from real-time exploits and malicious activities. It combines machine learning, heuristic rules, and on-chain alerting to deliver instant, actionable threat detection and analytics.
Features:
Real-time DeFi threat monitoring and alerting
Continuously analyzes mempool and on-chain transactions for suspicious activity
Detects flash loan attacks, oracle manipulation, rug pulls, and more
AI/ML-powered fraud and anomaly detection
Uses XGBoost, neural networks, and graph models for pattern recognition
Identifies zero-day exploits and abnormal wallet behavior
Interactive dashboards and analytics
Visualizes security metrics, threat trends, and system health in real time
Provides wallet and protocol risk scoring with detailed evidence
Wallet and protocol monitoring
Tracks risk profiles and behavioral analytics for wallets and DeFi protocols
Supports customizable alert thresholds and notification preferences
Modular architecture ready for on-chain integration
Smart contract code provided for alert registry, risk scoring, and access control
Frontend is ready to connect to deployed contracts for immutable alerting
Developer tools and extensibility
REST API and WebSocket support for integration with external systems
SDK-ready for easy adoption by other DeFi projects
User experience
Modern, responsive UI built with React, Vite, and TailwindCSS
All analytics and ML features work out-of-the-box without contract deployment
“On-chain features coming soon” placeholders guide users for future integration
Note: All core features are fully functional for demo and hackathon use without contract deployment. For full DeFi automation, simply deploy the provided contracts and connect them to the frontend.
Progress During Hackathon Designed and implemented a modern, responsive frontend using React, Vite, and TailwindCSS. Developed interactive dashboards for real-time DeFi threat monitoring, analytics, and wallet/protocol risk scoring. Built a simulated machine learning engine to demonstrate AI-powered fraud and anomaly detection. Integrated live data updates, mock alerts, and analytics to showcase platform capabilities. Created and documented Solidity smart contracts for alert registry, risk scoring, and access control (ready for future on-chain integration). Ensured all features work seamlessly without contract deployment, with clear placeholders for on-chain features. Wrote comprehensive documentation and setup instructions for easy review and future development.
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