Block structure refers to the organized arrangement of data within a blockchain block. Each block contains a header and a list of validated transactions. The header includes metadata such as the block version, the previous block’s hash, a timestamp, and a nonce. The transaction list comprises all verified digital asset transfers and smart contract executions included in that specific block. This architecture ensures data integrity and chronological order across the distributed ledger.
Context
Understanding block structure is crucial for assessing network efficiency and scalability debates in crypto news. Discussions frequently center on block size limits, which impact transaction throughput and decentralization. Future developments often involve proposals for dynamic block sizes or alternative data structures to optimize performance. This technical aspect directly influences user experience and network security.
ZKPoT consensus leverages zk-SNARKs to cryptographically verify model performance in Federated Learning, eliminating privacy trade-offs and scaling decentralized AI.
A new ZKPoT mechanism uses zk-SNARKs to validate machine learning model contributions privately, resolving the efficiency and privacy conflict in blockchain-secured AI.
Research introduces ZKPoT, a zero-knowledge proof system validating federated learning model performance for consensus, eliminating privacy leaks and centralization risk.
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