FairAI: Distributed Ledger Technology (DLT) Based Ethical Artificial Intelligence (AI) Training Framework

Abstract

The paper presents a novel decentralized training framework for Ethical Artificial Intelligence (EAI) that leverages blockchain and IPFS technologies. The system addresses significant issues with the reliability, transparency, and ability to handle large amounts of data by including local nodes for data collection and local models generation. And global nodes for data authentication and global models generation. The framework's ability to enhance the development of ethical AI in several fields is emphasized by its design considerations and potential applications, including Healthcare, Finance, Internet of Things (IoT), Cyber Physical Systems (CPS), and Supply Chain Management (SCM).