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GuardianAI

GuardianAI: AI-powered DeFi security for U2U—real-time fraud detection, analytics, and risk scoring. All features work without contracts; on-chain integration ready.

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描述

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.

本次黑客松进展

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.

技术栈

Web3
React
Solidity
typescript
Node
Ethers
Next

融资状态

not thinked off yet

队长
RRohan Kumar
赛道
DeFi