Tokenized Model: A Blockchain-Empowered Decentralized Model Ownership Verification Platform

no code implementations • 27 Nov 2023 • Yihao Li, Yanyi Lai, Tianchi Liao, Chuan Chen, Zibin Zheng

By using the model watermarking technology, we point out the possibility of building a unified platform for model ownership verification.

VeryFL: A Verify Federated Learning Framework Embedded with Blockchain

1 code implementation • 27 Nov 2023 • Yihao Li, Yanyi Lai, Chuan Chen, Zibin Zheng

These mechanism on blockchain shows an underlying support of blockchain for federated learning to provide a verifiable training, aggregation and incentive distribution procedure and thus we named this framework VeryFL (A Verify Federated Learninig Framework Embedded with Blockchain).

Federated Learning

Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond

no code implementations • 1 Jun 2023 • Chuan Chen, Zhenpeng Wu, Yanyi Lai, Wenlin Ou, Tianchi Liao, Zibin Zheng

Artificial Intelligence Generated Content (AIGC) is one of the latest achievements in AI development.