Blockchain and Trustworthy Systems [electronic resource] : 5th International Conference, BlockSys 2023, Haikou, China, August 8-10, 2023, Proceedings, Part II / edited by Jiachi Chen, Bin Wen, Ting Chen.

Colaborador(es): Chen, Jiachi [editor.] | Wen, Bin [editor.] | Chen, Ting [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Communications in Computer and Information Science ; 1897Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XIX, 355 p. 122 illus., 101 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819981045Tema(s): Data protection -- Law and legislation | Artificial intelligence | Data structures (Computer science) | Information theory | Operating systems (Computers) | Computers, Special purpose | Privacy | Artificial Intelligence | Data Structures and Information Theory | Operating Systems | Special Purpose and Application-Based SystemsFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 005.8 | 323.448 Clasificación LoC:QA76.9.A25JC596-596.2Recursos en línea: Libro electrónicoTexto
Contenidos:
AI for Blockchain -- A General Smart Contract Vulnerability Detection Framework with Self-Attention Graph Pooling -- The Best of Both Worlds: Integrating Semantic Features with Expert Features for Smart Contract Vulnerability Detection -- A LSTM and GRU-based hybrid model in the Cryptocurrency price prediction -- Smart Contract Code Clone Detection Based on Pre-Training Techniques -- MF-Net: Encrypted Malicious Traffic Detection Based on MultiFlow Temporal Features -- Blockchain Applications -- When Supply Chain Security Meets Blockchain: Applications and Challenges -- ePoW: Energy-efficient Blockchain Consensus Algorithm for Decentralize Federated Learning System in Resource constrained Drone Swarm -- Applications of Consortium Blockchain in Power Grid Security: A Systematic Review -- Blockchain and OR based data sharing solution for Internet of Things -- Rearranging Inv Message in the Bitcoin to Construct Covert Channels -- Long-term Blockchain Transactions Spanning Multiplicity of Smart Contract Methods -- Market Derivative Risks and Regulation of Virtual Currency Trading Using "PaoFen" Platforms -- Research on Regulation Oriented Decentralized Oracle Machine -- Obric: Oblivious Keyword Search in Hyperledger Fabric Platform -- Blockchain Architecture and Optimization -- A distributed, penetrative and all-dimensional supervision architecture for consortium blockchain -- SC-Chain: a multi-modal collaborative storage system for medical resource -- Congestion Control with Receiver-aided Network Status Awareness in RDMA Transmission -- VPBFT: Improved PBFT consensus algorithm based on VRF and PageRank algorithm -- Consensusless Blockchain: A Promising High-Performance Blockchain without Consensus -- Protocols and Consensus -- Ouroboros Taktikos: Regularizing Proof-of-Stake via Dynamic Difficulty -- Petrichor: An Efficient Consensus Protocol Leveraging DAG and Sharding for Asynchronous BFT -- A Kind of Optimization Method for Committee and Reward Mechanism -- MagpieBFT: An Efficient Asynchronous BFT Protocol for Blockchain -- A Hierarchical Blockchain Framework with Selectable Consensus Scope for Data Sharing in Internet of Vehicles -- An Improved PBFT Consensus Algorithm for Supply Chain Finance. .
En: Springer Nature eBookResumen: The two-volume set CCIS 1896 and 1897 constitutes the refereed post-conference proceedings of the 5th International Conference on Blockchain and Trustworthy Systems, BlockSys 2023, which took place in Haikou, China during August 8-10, 2023. The 45 revised full papers presented in these proceedings were carefully reviewed and selected from 93 submissions. The papers are organized in the following topical sections: Part I: Anomaly detection on blockchain; edge intelligence and metaverse services; blockchain system security; empirical study and surveys; federated learning for blockchain. Part II: AI for blockchain; blockchain applications; blockchain architecture and optimization; protocols and consensus.
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AI for Blockchain -- A General Smart Contract Vulnerability Detection Framework with Self-Attention Graph Pooling -- The Best of Both Worlds: Integrating Semantic Features with Expert Features for Smart Contract Vulnerability Detection -- A LSTM and GRU-based hybrid model in the Cryptocurrency price prediction -- Smart Contract Code Clone Detection Based on Pre-Training Techniques -- MF-Net: Encrypted Malicious Traffic Detection Based on MultiFlow Temporal Features -- Blockchain Applications -- When Supply Chain Security Meets Blockchain: Applications and Challenges -- ePoW: Energy-efficient Blockchain Consensus Algorithm for Decentralize Federated Learning System in Resource constrained Drone Swarm -- Applications of Consortium Blockchain in Power Grid Security: A Systematic Review -- Blockchain and OR based data sharing solution for Internet of Things -- Rearranging Inv Message in the Bitcoin to Construct Covert Channels -- Long-term Blockchain Transactions Spanning Multiplicity of Smart Contract Methods -- Market Derivative Risks and Regulation of Virtual Currency Trading Using "PaoFen" Platforms -- Research on Regulation Oriented Decentralized Oracle Machine -- Obric: Oblivious Keyword Search in Hyperledger Fabric Platform -- Blockchain Architecture and Optimization -- A distributed, penetrative and all-dimensional supervision architecture for consortium blockchain -- SC-Chain: a multi-modal collaborative storage system for medical resource -- Congestion Control with Receiver-aided Network Status Awareness in RDMA Transmission -- VPBFT: Improved PBFT consensus algorithm based on VRF and PageRank algorithm -- Consensusless Blockchain: A Promising High-Performance Blockchain without Consensus -- Protocols and Consensus -- Ouroboros Taktikos: Regularizing Proof-of-Stake via Dynamic Difficulty -- Petrichor: An Efficient Consensus Protocol Leveraging DAG and Sharding for Asynchronous BFT -- A Kind of Optimization Method for Committee and Reward Mechanism -- MagpieBFT: An Efficient Asynchronous BFT Protocol for Blockchain -- A Hierarchical Blockchain Framework with Selectable Consensus Scope for Data Sharing in Internet of Vehicles -- An Improved PBFT Consensus Algorithm for Supply Chain Finance. .

The two-volume set CCIS 1896 and 1897 constitutes the refereed post-conference proceedings of the 5th International Conference on Blockchain and Trustworthy Systems, BlockSys 2023, which took place in Haikou, China during August 8-10, 2023. The 45 revised full papers presented in these proceedings were carefully reviewed and selected from 93 submissions. The papers are organized in the following topical sections: Part I: Anomaly detection on blockchain; edge intelligence and metaverse services; blockchain system security; empirical study and surveys; federated learning for blockchain. Part II: AI for blockchain; blockchain applications; blockchain architecture and optimization; protocols and consensus.

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