Research on the role of blockchain-based federated learning technology in traditional cultural inheritance

Traditional cultural heritage is facing many challenges such as data fragmentation, privacy leakage and knowledge loss, which need to be solved with the help of the current advanced new generation of information technology. The research on the role of blockchain-based federated learning technology in traditional cultural heritage is a very forward-looking and innovative research topic. By using the latest blockchain technology and federated learning algorithm, it aims to explore a new mode of traditional cultural heritage to solve the challenges and problems faced by traditional culture in the process of modernization. The main research contents of this paper include the concept analysis of blockchain and federated learning, the problems existing in the traditional cultural heritage, the new ideas of traditional cultural heritage opened up by blockchain fusion federated learning, and the application and challenges of blockchain-based federated learning technology in cultural heritage.