Supervisor: Professor Yiu Siu Ming
Students: Chen Huilin, Chen Huiwen, Guo Songjie, Ma Xinyue
The āDecentralized AI Dataset Marketplaceā is an innovative platform designed to facilitate the sharing and trading of datasets for training AI models, leveraging the principles of blockchain technology and decentralized systems. This project aims to create a secure, transparent, and efficient ecosystem where data providers and consumers can interact with confidence.
Key to this marketplace are smart contracts, which will be utilized to record comprehensive dataset information, including copyright details, provenance, and usage permissions. These smart contracts ensure that transactions are transparent, enforceable, and tamper-proof, thereby safeguarding the interests of both data providers and consumers.
The marketplace will integrate decentralized storage solutions to store datasets securely. This approach not only enhances data reliability and security but also mitigates the risks associated with centralized data storage, such as single points of failure and unauthorized access.
Through this decentralized marketplace, we aim to democratize access to high-quality datasets, foster innovation in AI development, and promote a collaborative data economy.
Period | Work Description | Completion Status | Links to Docs & Codes |
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Sep-Oct | Detailed Project Plan | Completed | https://drive.google.com/file/d/1GFrtBcNURZklr2xkqVgnLWXFGTU8kUE2/view?usp=drive_link |
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