Verwandte Artikel zu Decentralized Intelligence: AI Meets Blockchain

Decentralized Intelligence: AI Meets Blockchain - Softcover

Lenin, J.; Karpagalakshmi, R. C.; Rajasekar Rangasamy, R.

 
9786630400540: Decentralized Intelligence: AI Meets Blockchain

Inhaltsangabe

Decentralized Intelligence: AI Meets Blockchain explores the integration of Artificial Intelligence (AI) and blockchain to create intelligent, secure, transparent, and distributed computing environments. The monograph introduces the foundations of decentralized intelligence, tracing the evolution of AI and blockchain and explaining the principles, opportunities, and challenges of their integration. It examines blockchain architectures, distributed ledgers, consensus mechanisms, smart contracts, decentralized identity, data ownership, and secure data sharing. The role of machine learning, federated learning, distributed model training, model provenance, and privacy-preserving AI is discussed in decentralized environments. The monograph further presents AI-blockchain integration architectures, including on-chain and off-chain processing, intelligent smart contracts, decentralized marketplaces, interoperability, and scalability. Practical applications in decentralized finance, healthcare, supply chains, smart cities, IoT, autonomous agents, robotics, and Web3 are explored. Security, privacy, model integrity, adversarial attacks, trust, transparency, and accountability are addressed.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.