- Behavioral Unicity: On the Limits of Anonymized Social Behavior Metadata.- Research on Effects of Blockchain Pilot Programs in Regional Equity Markets Evidence from Participant and Non-Participant Institutions.- Tailoring Noise to Fit: An Adaptive Noise Optimization Mechanism against Gradient Leakage.- Design of Privacy-Preserving Smart Contracts for Regional Equity Markets.- Deep Learning Empowered Blockchain Transaction Prediction and Anomaly Detection.- A Blockchain-based Framework for Crowdsourcing Evaluation of Large Language Models.- Trusted Data Authorization and Sharing Method Based on Distributed Digital Identity.- Secure and Efficient Deduplication for Encrypted Image Data in Cloud Storage.

- SolSecure: A Security Analyzer for Integer Bugs in Smart Contracts.- BBP: Blockchain-enabled Biological Assets Identity Protection System.- Accountability Mechanism for Reliable Mobile Crowdsourcing with Efficient Blockchain.- Who will be hooked?: A Phishing Fraud Detection Model Based on Dynamic Graph Temporal Feature Coding in Ethereum.- Static Analysis Detection of Hyperleger Fabric Read-Write Logic Vulnerability.- A Dataset Quality Evaluation Algorithm for Data Trading on Blockchain.- A Variable (n, n) Threshold Secret Sharing Scheme Based on Paillier Cryptosystem.- Design and Validation of a Hyper-Converged Blockchain Hardware and Software System Based on Domestic Chips.

- DFADNet: A Diverse-Feature Adaptive Network for Web3.0-oriented Deep Forgery Detection.- Privacy Protection Model of International Cold Chain Trade Blockchain Platform Based on Zero-Knowledge Proofs.- Blockchain-based Federated Recommendation with Incentive Mechanism.- A Treatment of EIP-1559: Enhancing Transaction Fee Mechanism through Nth-Price Auction.- Unravelling Stablecoin-favored Ecosystem: Extracting, Exploring On-chain Data from TRON Blockchain.- Robust and Efficient Group-Based Ring Federated Learning Framework with Double-Masking Mechanism.- Centralized Oracle for Smart Contract Applications, Information Output Methods, and Systems.

- DataSafe: Copyright Protection with PUF Watermarking and Blockchain Tracing.- A GAN anomaly detection method based on multi-scale endogenous enhancement.- A Comprehensive Review of Blockchain-Enabled Dynamic and Credible Spectrum Sharing.- Heterogeneous Data Fusion Based Vulnerability Detection for Ethereum Smart Contracts.- Adaptive Federated Learning Based on Device Performance in a Heterogeneous Environment of Medical Computing Devices.- MSCV: A Cross-chain Smart Contract State Data Verification Model Based on MTC.- How Does Hashgraph-based Blockchain Work in MANETs: A Theoretical Analysis Model.- Heterogeneous Graph Structure Learning Based on Feature and Topology Information Extraction.

- A blockchain-based traceable and verifiable digital circuit trade method with dual-signature strategy.- Personalized medical federated learning based on mutual knowledge distillation in object heterogeneous environment.- Cryptocurrency Transaction Anomaly Detection Based on Chebyshev Graph Neural Network.- Validating the integrity for Deep Learning Models based on Zero-knowledge proof and Blockchain.- CLB-BAFL: Critical Learning Behaviour Verification Mechanism for Blockchain-Based Asynchronous Federated Learning.- GeePT: Governance of Efficient and Extensible Privacy-preserving Transaction for Blockchain.- HetGNN-TF: Self-supervised Learning on Heterogeneous Graph Neural Network via Topology and Feature Reconstruction.- Cooperative Perception and Decision-Making in Internet of Vehicles: A Comprehensive Review of Federated Learning and Blockchain Technology.

- ETGuard: Malicious Encrypted Traffic Detection in Blockchain-based Power Grid Systems.- Self-Supervised Heterogeneous Graph Neural Network Based on Deep and Broad Neighborhood Encoding.- Batch Validation Scheme of Data Feature Requirement in Blockchain-based Data Trading Platform.- Research on business process representation based on graph convolutional neural network.- Membership Data Privacy Protection and Poisoning Detection Scheme for Federated Learning.- Code-based Blockchain Light Node Data Availability Guarantee Method.