opp/ai: Optimistic Privacy-Preserving AI on Blockchain

arXiv:2402.15006v1 Announce Type: cross
Abstract: The convergence of Artificial Intelligence (AI) and blockchain technology is reshaping the digital world, offering decentralized, secure, and efficient AI services on blockchain platforms. Despite the promise, the high computational demands of AI on blockchain raise significant privacy and efficiency concerns. The Optimistic Privacy-Preserving AI (opp/ai) framework is introduced as a pioneering solution to these issues, striking a balance between privacy protection and computational efficiency. The framework integrates Zero-Knowledge Machine Learning (zkML) for privacy with …

abstract ai services artificial artificial intelligence arxiv blockchain computational concerns convergence cs.cr cs.lg decentralized digital digital world efficiency framework intelligence platforms privacy raise services technology type world