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Big Data and Security

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Cover of 'Big Data and Security'

Table of Contents

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    Book Overview
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    Chapter 1 Privacy Preserving Facial Image Processing Method Using Variational Autoencoder
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    Chapter 2 A Survey on Privacy-Preserving Deep Learning with Differential Privacy
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    Chapter 3 Research on Security Protection Model of Power Big Data
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    Chapter 4 Research on Identification Method of Sensitive Data in Power System
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    Chapter 5 Vehicle Road Privacy Recommendation System Equipped with Markov Chain
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    Chapter 6 Research on Power Security Early Warning System Based on Improved K-means Algorithm
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    Chapter 7 Research on Data Privacy Protection in Power Industry Control System
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    Chapter 8 Recent Advances in Smart Meter: Data Analysis, Privacy Preservation and Applications
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    Chapter 9 Image Watermark Combining with Discrete Wavelet Transform and Singular Value Decomposition
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    Chapter 10 Research on Outsourced PSI Protocols for Privacy Preserving Data Sharing
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    Chapter 11 A Review on Traceable Attribute-Based Encryption
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    Chapter 12 Trustworthy Collaborative Trajectory Privacy Scheme for Continuous LBS
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    Chapter 13 The Application of Beidou and Ultra-Broadband Positioning Technology in the Power Security Protection System
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    Chapter 14 Research on Navigation Algorithm Model of Virtual Tourism System Based on GIS
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    Chapter 15 Financial Risk Analysis and Early Warning Research Based on Crowd Search Algorithm
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    Chapter 16 Design Guidance for Lightweight Object Detection Models
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    Chapter 17 Application of Digital Twin in the Security Protection of the Internet of Things in Power System
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    Chapter 18 Research on Blockchain Security Risk Analysis and Coping Strategies
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    Chapter 19 Towards Convergence of Blockchain and Self-sovereign Identity for Privacy-Preserving Secure Federated Learning
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    Chapter 20 Research on Load Forecasting Method Considering Data Feature Analysis Based on Bi-LSTM Network
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    Chapter 21 Research on Cloud Computing Security Technology of Power System
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    Chapter 22 Research on Optimization of Fuzzing Test of Unknown Protocol Based on Message Type
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    Chapter 23 Risk Prediction of Diabetic Readmission Based on Cost Sensitive Convolutional Neural Network
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    Chapter 24 A Survey on Content-Based Encrypted Image Retrieval in Cloud Computing
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    Chapter 25 Methodology-Driven Characteristics of Scientific Research Collaboration Networks in the Field of Economic Management: Mining and Analysis Based on Big Data
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    Chapter 26 Smart Hotel Management Under the Background of Big Data
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    Chapter 27 Power Grid Missing Data Filling Method Based on Historical Data Mining Assisted Multi-dimensional Scenario Analysis
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    Chapter 28 The Training Mode of Experimental Talents in Colleges and Universities Based on Big Data
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    Chapter 29 Research on Anomaly Detection of Smart Meter Based on Big Data Mining
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    Chapter 30 Using Big Data Technology to Analyze the Application of Calligraphy Art in Modern Digital Media
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    Chapter 31 Research on Resource Allocation of Multi-beam Satellite Based on Big Data Under Rain Fading
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    Chapter 32 A Cryptocurrency Price Prediction Model Based on Twitter Sentiment Indicators
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    Chapter 33 A Survey on Task Scheduling Schemes in Mobile Edge Computing
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    Chapter 34 Research on Dynamic Simulation Modeling of Chemical Industry Based on Edge Algorithm
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    Chapter 35 A Model of Resource Scheduling of Ideological and Political Education in Colleges and Universities Based on Cloud Computing
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    Chapter 36 Incomplete Feature Recovery of Cloud Network System Based on Artificial Intelligence
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    Chapter 37 A Survey on Service Migration Strategies for Vehicular Edge Computing
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    Chapter 38 Research on the Evaluation Method of Construction Measurement Uncertainty Based on Edge Algorithm
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    Chapter 39 Research on Civil Aviation Economic Pricing Based on Equilibrium Game
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    Chapter 40 Spinal Posture Recognition Device Using Cloud Storage and BP Neural Network Approach Based on Surface Electromyographic Signal
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    Chapter 41 Anomaly Detection of Cloud Network Resource State Based on Deep Learning
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    Chapter 42 Research on Defect Intelligent Identification System Based on Cloud-Fog-Edge Cooperation for UAV Electric Power Inspection
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    Chapter 43 Optimization on Service Function Chain Deployment for Cloud Network Collaborative Operation Platform
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    Chapter 44 Using Multi-criteria Evaluation of E-learning System: A Methodology Based on Learning Outcomes
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    Chapter 45 Application of Machine Learning Algorithm in Art Field – Taking Oil Painting as an Example
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    Chapter 46 Based on Data Mining New Energy Medium - and Long - Term Electricity Market Trading Power Decomposition Strategy
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    Chapter 47 Research and Judgment of Enterprise Energy Consumption Anomaly Based on Massive Data Clustering Algorithm
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    Chapter 48 State Machine Inference Method of Unknown Binary Protocol Based on Recurrent Neural Network
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    Chapter 49 Data-Driven Distribution Network Energy-Saving Planning Based on Cluster Division and High-Penetration Renewable Energy Access
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    Chapter 50 Detecting Hybrid Anomalies Using an Unsupervised Approach in Online Social Networks
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    Chapter 51 Community Detection Based on Deep Network Embedding with Dual Self-supervised Training
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    Chapter 52 A Supervised Learning Model for Detecting Ponzi Contracts in Ethereum Blockchain
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    Chapter 53 Research on Civil Aviation Economic Security Situation Assessment Model Based on Ant Colony Algorithm
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    Chapter 54 Research on Active Sampling with Self-supervised Model
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    Chapter 55 Research on Intelligent Identification Method of Power Grid Missing Data Based on Improved Generation Countermeasure Network with Multi-dimensional Feature Analysis
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    Chapter 56 Civil Aviation Etiquette Robot System Based on Decision Tree Model
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    Chapter 57 Chemical Fault Diagnosis Modeling Optimization Based on Machine Learning
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    Chapter 58 Research and Design of Agrometeorological Disaster Monitoring and Early Warning and Intelligent Service System Based on Data Mining
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    Chapter 59 A Parameter Identification Method of Wind Turbine System Based on Fuzzy Cuckoo Search Algorithm
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Title
Big Data and Security
Published by
Springer Singapore, April 2022
DOI 10.1007/978-981-19-0852-1
ISBNs
978-9-81-190851-4, 978-9-81-190852-1
Editors

Tian, Yuan, Ma, Tinghuai, Khan, Muhammad Khurram, Sheng, Victor S., Pan, Zhaoqing