CERBERUS
An on-chain AI watchdog for the U2U Network. it monitors the mempool in real-time, using an AI sentinel to detect threats like rug pulls & exploits before they execute, recording them immutably.
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Description
Cerberus is an advanced, on-chain AI watchdog designed to proactively secure the U2U Network. It operates as an autonomous system that monitors the mempool in real-time, analyzing transactions before they are finalized. Using a sophisticated multi-model AI ensemble, Cerberus identifies and flags a wide range of malicious activities, from front-running and smart contract exploits to rug pulls and phising attempts.
Unlike traditional of-chain security solutions, Cerberus records all detected threats directly on the U2U blockchain via the CerberusAdvanced.sol smart contract. This creates an immutable and decentralized threat intelligence database. The system is governed by a multi-validator consensus mechanism with economic incentives (staking and rewards) to ensure accurate and reliable threat reporting. This on-chain layer of reputation and security provides a powerful new primitive for DeFi protocols, wallets, and users on the U2U Network.
Progress During Hackathon
Hi! I'm Laudza. As a solo participant, I have completed the foundational development of all core Cerberus Watchdog components prior to the hackathon. The CerberusAdvanced.sol smart contract, featuring on-chain governance and reputation, is deployed on the U2U Testnet. The AI Sentinel API is fully functional, utilizing a multi-model ensemble for threat analysis. The Node.js Mempool Monitor is also complete, ready to link the system together. My hackathon focus will be on rigorous end-to-end testing, refining AI model accuracy with live data, and developing a real-time threat visualization dashboard to complete the project.
Tech Stack
Fundraising Status
Cerberus is currently bootstrapped. Following a successful proof-of-concept during the hackathon, we plan to open a pre-seed funding round. The capital will be used to accelerate development, expand the team, and scale our on-chain security services across the U2U Network ecosystem.