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Advanced Information Networking and Applications

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Cover of 'Advanced Information Networking and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 A Fuzzy-Based System for Determining Driver Stress in VANETs Considering Driving Experience and History
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    Chapter 2 Performance Evaluation of WMNs by WMN-PSOHC Hybrid Simulation System Considering Different Instances: A Comparison Study for RDVM and LDIWM Replacement Methods
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    Chapter 3 Millimeter-Wave Dual-Band Slotted Antenna for 5G Applications
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    Chapter 4 NARUN-PC: Caching Strategy for Noise Adaptive Routing in Utility Networks
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    Chapter 5 HYPE: CNN Based HYbrid PrEcoding Framework for 5G and Beyond
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    Chapter 6 The Multi-access Edge Computing (MEC)-Based Bit Rate Adaptive Multicast SVC Streaming Using the Adaptive FEC Mechanism
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    Chapter 7 PROA: Pipelined Receiver Oriented Anycast MAC for IoT
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    Chapter 8 A Watchdog Proposal to a Personal e-Health Approach
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    Chapter 9 Computation Offloading by Two-Sided Matching in Fog Computing
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    Chapter 10 Distributed Log Search Based on Time Series Access and Service Relations
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    Chapter 11 Detector: Hierarchical Distributed Fault Detection Algorithm for Lattice Based Modular Robots
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    Chapter 12 ManufactSim: Manufacturing Line Simulation Using Heterogeneous Distributed Robots
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    Chapter 13 Sports Data Management, Mining, and Visualization
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    Chapter 14 Mining for Fake News
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    Chapter 16 Topic Guided Image Captioning with Scene and Spatial Features
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    Chapter 17 A Socially-Aware, Privacy-Preserving, and Scalable Federated Learning Protocol for Distributed Online Social Networks
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    Chapter 18 A Multi-layer Modeling for the Generation of New Architectures for Big Data Warehousing
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    Chapter 19 Efficient Retransmission Algorithm for Ensuring Packet Delivery to Sleeping Destination Node
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    Chapter 20 The Development of an Elderly Monitoring System with Multiple Sensors
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    Chapter 22 A Decentralized Federated Learning Architecture for Intrusion Detection in IoT Systems
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    Chapter 24 Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection
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    Chapter 25 Multiplatform Comparative Analysis of Intelligent Robots for Communication Efficiency in Smart Dialogs
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    Chapter 26 Using Simplified EEG-Based Brain Computer Interface and Decision Tree Classifier for Emotions Detection
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    Chapter 27 Anomaly Detection from Distributed Data Sources via Federated Learning
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    Chapter 28 On Predicting COVID-19 Fatality Ratio Based on Regression Using Machine Learning Model
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    Chapter 29 Distributed Training from Multi-sourced Data
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    Chapter 30 Viterbi Algorithm and HMM Implementation to Multicriteria Data-Driven Decision Support Model for Optimization of Medical Service Quality Selection
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    Chapter 31 Performance Evaluation of a DQN-Based Autonomous Aerial Vehicle Mobility Control Method in Corner Environment
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    Chapter 32 OpenAPI QL: Searching in OpenAPI Service Catalogs
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    Chapter 33 Sensor Virtualization and Provision in Internet of Vehicles
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    Chapter 34 A Secure Data Storage in Multi-cloud Architecture Using Blowfish Encryption Algorithm
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    Chapter 35 Micro-Service Placement Policies for Cost Optimization in Kubernetes
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    Chapter 36 A Differentiated Approach Based on Edge-Fog-Cloud Environment to Support e-Health on Rural Areas
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    Chapter 37 Trustworthy Fairness Metric Applied to AI-Based Decisions in Food-Energy-Water
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    Chapter 38 New Security Protocols for Offline Point-of-Sale Machines
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    Chapter 39 Building a Blockchain-Based Social Network Identification System
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    Chapter 40 Malware Classification by Deep Learning Using Characteristics of Hash Functions
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    Chapter 41 Toward a Blockchain Healthcare Information Exchange
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    Chapter 42 A Design Thinking Approach on Information Security
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    Chapter 43 Modeling Network Traffic via Identifying Encrypted Packets to Detect Stepping-Stone Intrusion Under the Framework of Heterogonous Packet Encryption
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    Chapter 44 A Study on Enhancing Anomaly Detection Technology with Synthetic-Log Generation
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    Chapter 45 Application of Hybrid Intelligence for Security Purposes
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    Chapter 46 Semantic-Based Techniques for Efficient and Secure Data Management
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    Chapter 47 CoWrap: An Approach of Feature Selection for Network Anomaly Detection
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    Chapter 48 Attack Modeling and Cyber Deception Resources Deployment Using Multi-layer Graph
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    Chapter 49 Quantum-Secure Aggregate One-time Signatures with Detecting Functionality
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    Chapter 50 Improving Robustness and Visibility of Adversarial CAPTCHA Using Low-Frequency Perturbation
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    Chapter 51 Comparative Study of Ensemble Learning Techniques for Fuzzy Attack Detection in In-Vehicle Networks
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    Chapter 52 ZeroMT: Multi-transfer Protocol for Enabling Privacy in Off-Chain Payments
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    Chapter 53 Prevention of SQL Injection Attacks Using Cryptography and Pattern Matching
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    Chapter 54 Monitoring Jitter in Software Defined Networks
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    Chapter 55 Designing and Prototyping of SDN Switch for Application-Driven Approach
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    Chapter 56 SD-WAN: Edge Cloud Network Acceleration at Australia Hybrid Data Center
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    Chapter 57 Decision Tree Based IoT Attack Detection in Programmable Data Plane Using P4 Language
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    Chapter 58 Prevention of DrDoS Amplification Attacks by Penalizing the Attackers in SDN Environment
Attention for Chapter 27: Anomaly Detection from Distributed Data Sources via Federated Learning
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Chapter title
Anomaly Detection from Distributed Data Sources via Federated Learning
Chapter number 27
Book title
Advanced Information Networking and Applications
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-030-99587-4_27
Book ISBNs
978-3-03-099586-7, 978-3-03-099587-4
Authors

Cavallin, Florencia, Mayer, Rudolf

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The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 33%
Student > Master 1 33%
Unknown 1 33%
Readers by discipline Count As %
Computer Science 1 33%
Earth and Planetary Sciences 1 33%
Unknown 1 33%