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Author:   Honghao Gao ,  Xinheng Wang
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032211705

ISBN 10:   3032211700
Pages:   618
Publication Date:   08 April 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

.- Federated Learning & Collaborative working. .- A Data Fusion Processing Architecture for Multi-Node Network Cooperative Integrated Sensing and Communication. .-  Robustness Analysis of Multi-layer LEO Satellite Networks with Dynamic Heterogeneous Cascading Failure Model. .- AC-KVS: Adaptive Centralized Key-Value Scheduler in Programmable Switch for Distributed Key-value Stores. .- FedSTAR: A Federated Learning Framework for Reliable Trajectory Prediction under Spatiotemporal Heterogeneity. .- A Hierarchical Model of Trusted Federation Based on Adaptive Mutual Learning. .- A Service-Oriented Adaptive Hierarchical Incentive Solution for Federated Learning. .- Correlation Aware Imbalanced Multimodal Fusion in IoT Environment. .- Trust-Aware UAV-Vehicle Hierarchical Collaboration for Efficient Multimedia Big Data Collection. .- PVA-FL: Practical Verifiable Aggregation for Privacy Preserving Federated Learning. .-  H2A-BPMN: A Hierarchical & Hybrid Agent Framework for Industrial BPMN Automated Modeling. .- LADSG: Label-Anonymized Distillation and SimilarGradient Substitution for Label Privacy in Vertical Federated Learning. .- Edge computing & Task scheduling. .- CPRGO : Delay-Aware Task Scheduling Strategy for Edge-Cloud Continuum in Multi-Hop Network Environments. .-  Partial Pairwise Preference-Driven Task Allocation in Volunteer Crowdsourcing. .- A deep matrix completion method for recovering edge collaborative sensing data in the Internet of Vehicles. .- DCPS: A Novel Community-Interest-Aware Centralized Resource Scheduling Method for Cooperative MEC Caching. .- Adaptive Multi-Objective Task Scheduling for K3s-Enabled UAV Swarms. .- Adaptive Multi-Resource Orchestration for Latency Critical Service Function Chains in Mobile Edge Networks. .- Joint Model Deployment and Task Offloading with Load Balancing for DNN Inference in Vehicular Edge Computing. .- Security and Blockchain applications. .- MVTest: Automated Metamorphic Testing of Multi-View Perception Systems. .- Cyber-Attack Detection in Federated Learning: A Bidirectionally Secure and Verifiable Architecture. .- GANBFL: A Reliable Incentive Mechanism for Federated Learning via GAN Based Evaluation and Blockchain Integration. .-  A Review of Hardware Accelerated Design and Optimization Techniques for Reconfigurable Cryptosystems. .- CLCBA: A Secure and Efficient Identity Authentication Scheme for Cross-Chain Interoperability. .- A Cross-Chain Key Agreement and Regulatory Governance Framework Based on Peninsula Group Permutation Rational Functions. .- Anomaly Detection. .- SkyPatrol: Aerial Peer Perspective Vision based Anomalous UAV Recognition. .- A Novel Dynamic Spatio-Temporal Collaborative Model for Multivariate Time Series Anomaly Detection. .- Topology-enhanced Graph Attention Network for Anomaly Detection in IIoT Domain. .- An Adversarial Detection and Defense Method based on Neural Discrete Representation. .- MemGT: Memory-augmented Graph Transformer based Unsupervised Model for Collaborative Internet of Things Anomaly Detection. .-  Multi-scale Time–frequency Collaborative Feature Learning for Unsupervised Anomaly Detection in Fluctuating IoT Time Series.

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