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Full Description
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.
Contents
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.
