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Full Description
This three-volume set, CCIS 2637-2639, constitutes the refereed proceedings of the 7th International Conference on Blockchain and Trustworthy Systems, BlockSys 2025, held in Zhuhai, China, during May 30-31, 2025.
The 110 full papers included in this book were carefully reviewed and selected from 254 submissions. They were organized in topical sections as follows:
Part I: Blockchain Security & Attack Mitigation; Identity Authentication & Data Privacy; Blockchain Applications & Industry Solutions.
Part II: Deep Learning Architectures & Optimization; Computer Vision & Medical Image Analysis; Natural Language Processing & Multimodal Learning; Reinforcement Learning & Edge Computing Systems.
part III: Blockchain & Smart Contract Trustworthiness; Federated Learning & Edge Computing ; Industrial & IoT System Reliability.
Contents
.- Blockchain Security & Attack Mitigation
.- BM-PAW: A Profitable Mining Attack in the PoW-based Blockchain System.
.- Smart Contract Vulnerability Detection Method Based on Vulnerability Propagation Path.
.- Correlation-Sampling Based Graph Learning Method for Blockchain Abnormal Account Detection.
.- Detection and Analysis of Bitcoin Mixing Transactions.
.- Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection.
.- Defensive Strategies Against Sandwich Attacks:A Review.
.- Systemic Risk Assessment in CEXs and DEXs: An Application of a Tail Dependence-Based MST and CoVaR Approach.
.- Consensus Mechanisms & Performance Optimization
.- Broker2Balance: Profit Maximization and Equitable Distribution for Sharded Blockchains.
.- An Efficient Encoding Storage Framework for Blockchain.
.- DR-DPoS: A Fair Delegated Proof-of-Stake Consensus Algorithm Based on Dynamic Reputation Authorization.
.- UB-MCSVD: Smart Grid Multi-cloud Storage and Verifiable Deletion Scheme Based on ULS-PBFT Consensus.
.- Blockchain Beyond Limits: New Frontiers in Oracles, Scalability and Consensus.
.- Definition and Analysis of Defects in Cross-chain Bridge Decentralized Applications.
.- Optimizing Blockchain ETL Algorithms: Improvement Strategies Based on RPC Interfaces.
.- Few-Shot Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Contrastive Learning.
.- Identity Authentication & Data Privacy
.- A Blockchain-Based Terminal-UAV-Cloud Collaborative Identity Authentication Scheme.
.- BCAAH: A Blockchain-Based Cross-Domain Anonymous Authentication Scheme for Heterogeneous Domains.
.- VeryFL: A Verify Federated Learning Framework Embedded with Blockchain.
.- Enabling Public Verifiable Keyword Search over Encrypted Cloud Data Using Consortium Blockchain.
.- A Secure Electronic Notary Scheme Based on InterPlanetary File System and Blockchain.
.- Multi Keyword Dynamic Searchable Encryption Scheme Based on Blockchain.
.- A Distributed Identity Authentication Scheme for The Metaverse.
.- Homomorphic Encryption-Driven Low-Loss P2P Energy Privacy-Preserving Auction.
.- Blockchain Applications & Industry Solutions
.- TDTS:A Trusted Data Trading System Framework Based on Blockchain Data Identification and Private Information Retrieval.
.- Blockchain-based Cybersecurity Threat Intelligence Sharing Platform by Integrating Incentive Mechanisms.
.- Research on a Trusted Blockchain Electronic Evidence System for Agricultural Products.
.- Decentralized Multichain Blockchain System for Logistics Management.
.- A More Secure Blockchain-Based Crowdfunding Platform.
.- Innovative Pathways for Blockchain-Enabled Intellectual Property Pledge Financing: A Case Study of the "Zhiyirong" Platform.
.- DNACP: A Method of Copyright Protection for Works of Art.
.- Efficient Aggregate Signature Verification for DID-based Digital Asset Trading Platforms.
.- Blockchain-based Electronic Medical Record Access Framework.
.- Status Quo of Blockchain Technology in Germany: Industry Adoption, Research Initiatives, and Policy Frameworks.
.- Cryptocurrency Interdependency and Market Dynamics: A Network-Based Approach to Return Forecasting.
.- Analysis of Bitcoin Trading Behavior in Darknet Markets.
.- Research on the Scheme of Blockchain and RFID Technology in the Traceability of High-Value Medical Consumables.
