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Advances in Artificial Intelligence and Security

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Table of Contents

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    Book Overview
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    Chapter 1 Design and Implementation of Information Detection System Based on Privacy Sensitive Data
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    Chapter 2 Performance Modeling of OpenMP Program Based on LLVM Compilation Platform
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    Chapter 3 A Method of Network Attack Recognition Based on CNN+LSTM Model
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    Chapter 4 Recognition Method of Abnormal Data in Local Area Network Common Channel Based on Convolutional Neural Network
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    Chapter 5 MCF-CSA: A Multi-level Collaboration Framework for Cyber Situation Awareness and Information Sharing
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    Chapter 6 VABox: A Virtualization-Based Analysis Framework of Virtualization-Obfuscated Packed Executables
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    Chapter 7 Imbalance Malware Classification by Decoupling Representation and Classifier
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    Chapter 8 The Promotion of Online Communication Ability of Mainstream Media
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    Chapter 9 HNN-Based Prediction Method Supporting Discovery of Production Abnormal
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    Chapter 10 Efficient Forward and Backward Private Searchable Symmetric Encryption for Multiple Data Sources
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    Chapter 11 A Feature Extracting and Matching System Based on Magic-Number and AC-Algorithm
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    Chapter 12 A Review: How to Detect Malicious Domains
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    Chapter 13 A Homomorphic Encryption Method for Power Data Based on Improved Paillier Algorithm
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    Chapter 14 The Vulnerabilities in Smart Contracts: A Survey
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    Chapter 15 Detection of False Data Injection Attacks in Smart Grid Based on Machine Learning
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    Chapter 16 An Adversarial Examples Defense Method Based on Image Low-Frequency Information
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    Chapter 17 A Robust Watermarking Algorithm for Video Game Artwork Based on Pose Estimation Neural Network
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    Chapter 18 Research on Content Authentication Technology of Electronic Bills Based on Text Watermarking Algorithm
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    Chapter 19 Finding the Better Distortion Function from Prior Scheme for Image Steganography
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    Chapter 20 Application in Aviation Customer Churn Prediction Using Classification Algorithm Based on Machine Learning
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    Chapter 21 Color Image Steganography Scheme Based on Convolutional Neural Network
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    Chapter 22 Robust JPEG Steganography Using Singular Value Decomposition in DCT Domain
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    Chapter 23 3D Coverless Image Steganography Scheme Based on 3D Slice Technology
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    Chapter 24 Software Information Hiding Algorithm Based on Import Table of Portable Executable File
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    Chapter 25 A Novel Robust Reversible Watermarking Method Against JPEG Compression
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    Chapter 26 A Common Steganalysis Method of Low Embedding Rate Steganography in Compressed Speech Based on Hierarchy Feature Extraction and Fusion
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    Chapter 27 TStego-THU: Large-Scale Text Steganalysis Dataset
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    Chapter 28 Integration Innovation of Competitive Intelligence, AI and Big Data Analysis
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    Chapter 29 A Comprehensive Review of IoT Technologies and Applications for Healthcare
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    Chapter 30 A Pervasive Narrow-Band Internet of Things (NB-IoT) Based Health Monitoring Platform for Ambient Assisted Living
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    Chapter 31 Design and Development of Mobile Monitoring System for Forest Fire Fighting
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    Chapter 32 ZigBee Wireless Network Attack and Detection
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    Chapter 33 Joint ToF and Doppler Estimation for Reflection Path Under the Wi-Fi TTW Scenario
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    Chapter 34 Securing Satellite Internet of Things by Perceiving Content Semantics
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    Chapter 35 Research on Cultivating Senior Technical Talents Based on the Internet of Things Platform
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    Chapter 36 Liquid Metal Droplet Series Based Wire Oscillation
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    Chapter 37 Linear Time-Invariant System Reduced-Order Finite-Time Observer
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    Chapter 38 Research on Invulnerability of WSN Based on Small World Characteristics of Complex Networks
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    Chapter 39 Collaboration Energy Efficiency with Mobile Edge Computing for Target Tracking in IoT
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    Chapter 40 Realization of CSI-Based Human Behavior Recognition: A Survey
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    Chapter 41 Security Analysis of Blockchain Smart Contract: Taking Reentrancy Vulnerability as an Example
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    Chapter 42 Research on Data Security Protection System of Monitoring and Acquisition System Based on Block Chain Technology
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    Chapter 43 Adaptive Active Immune Policy for Sensor Nodes in Internet of Things
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    Chapter 44 ELM Forecasted Model of Ammonia Nitrogen in Lake Taihu Combined with Adaboost and Particle Swarm Optimization Algorithms
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    Chapter 45 Study on Identification of Multiple Pesticide Residues in Lettuce Leaves Based on Hyperspectral Technology
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    Chapter 46 Robust JPEG Image Steganography Based on SVD and QIM in Stationary Wavelet Domain
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    Chapter 47 Raw Material Traceability of Industrial Control System Based on Blockchain
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    Chapter 48 Survey: Research on Blockchain Consensus Mechanism in IoT Security
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    Chapter 49 Research on Life Prediction Model of Field Seismic Equipment Based on IFA-RVM Algorithm
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    Chapter 50 Optimization of Location Technology in Meteorological Wireless Sensor Network
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    Chapter 51 A Survey on the Applications of Wi-Fi Sensing
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    Chapter 52 Efficient Partially Policy-Hidden CP-ABE for IoT Assisted Smart Health
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    Chapter 53 A Novel Hand Gesture Recognition Method for FMCW Radar
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    Chapter 54 A Novel Blockchain-Based Revocable Permission Management on CP-ABE Scheme
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    Chapter 55 Automated Authentication of Large-Scale IoT Devices with Hybrid Feature Selection
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    Chapter 56 A Practical Blockchain Framework for Securing IoT Applications
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    Chapter 57 A Blockchain-Based Internet of Things Forensics Model
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    Chapter 58 Network Device Identification Based on MAC Boundary Inference
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    Chapter 59 Providing Network-Based Datasets and Multi-dimensional Features for IoT Botnet Detection Research
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    Chapter 60 The Cross-Domain Identity Authentication Scheme Has no Trusted Authentication Center in the Cloud Environment
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    Chapter 61 A Caching Strategy Based on Content Popularity Level for NDN
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Title
Advances in Artificial Intelligence and Security
Published by
Springer Nature, June 2021
DOI 10.1007/978-3-030-78621-2
ISBNs
978-3-03-078621-2, 978-3-03-078620-5
Editors

Xingming Sun, Xiaorui Zhang, Zhihua Xia, Elisa Bertino