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Machine Learning for Cyber Security

Overview of attention for book
Cover of 'Machine Learning for Cyber Security'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Traditional Chinese Medicine Health Status Identification with Graph Attention Network
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    Chapter 2 Flexible Task Splitting Strategy in Aircraft Maintenance Technician Scheduling Based on Swarm Intelligence
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    Chapter 3 Privacy Preserving CSI Fingerprint Device-Free Localization
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    Chapter 4 A Novel Blockchain-MEC-Based Near-Domain Medical Resource Sharing Model
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    Chapter 5 Pairwise Decomposition of Directed Graphic Models for Performing Amortized Approximate Inference
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    Chapter 6 VDDL: A Deep Learning-Based Vulnerability Detection Model for Smart Contracts
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    Chapter 7 Robust Remote Sensing Scene Classification with Multi-view Voting and Entropy Ranking
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    Chapter 8 Visualized Analysis of the Emerging Trends of Automated Audio Description Technology
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    Chapter 9 Anomaly Detection for Multi-time Series with Normalizing Flow
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    Chapter 10 Encrypted Transmission Method of Network Speech Recognition Information Based on Big Data Analysis
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    Chapter 11 A Lightweight NFT Auction Protocol for Cross-chain Environment
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    Chapter 12 A Multi-scale Framework for Out-of-Distribution Detection in Dermoscopic Images
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    Chapter 13 Swarm Intelligence for Multi-objective Portfolio Optimization
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    Chapter 14 Research on Secure Cloud Storage of Regional Economic Data Network Based on Blockchain Technology
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    Chapter 15 Data Leakage with Label Reconstruction in Distributed Learning Environments
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    Chapter 16 Analysis Method of Abnormal Traffic of Teaching Network in Higher Vocational Massive Open Online Course Based on Deep Convolutional Neural Network
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    Chapter 17 Spatio-Temporal Context Modeling for Road Obstacle Detection
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    Chapter 18 A Survey of Android Malware Detection Based on Deep Learning
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    Chapter 19 Information Encryption Transmission Method of Automobile Communication Network Based on Neural Network
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    Chapter 20 Explanation-Guided Minimum Adversarial Attack
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    Chapter 21 CIFD: A Distance for Complex Intuitionistic Fuzzy Set
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    Chapter 22 Security Evaluation Method of Distance Education Network Nodes Based on Machine Learning
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    Chapter 23 MUEBA: A Multi-model System for Insider Threat Detection
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    Chapter 24 Bayesian Based Security Detection Method for Vehicle CAN Bus Network
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    Chapter 25 Discrete Wavelet Transform-Based CNN for Breast Cancer Classification from Histopathology Images
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    Chapter 26 Machine Learning Based Security Situation Awareness Method for Network Data Transmission Process
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    Chapter 27 Multi-objective Hydrologic Cycle Optimization for Integrated Container Terminal Scheduling Problem
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    Chapter 28 High Voltage Power Communication Network Security Early Warning and Monitoring System Based on HMAC Algorithm
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    Chapter 29 Large Scale Network Intrusion Detection Model Based on FS Feature Selection
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    Chapter 30 Research on Intelligent Detection Method of Automotive Network Data Security Based on FlexRay/CAN Gateway
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    Chapter 31 Adversarial Attack and Defense on Natural Language Processing in Deep Learning: A Survey and Perspective
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    Chapter 32 A Novel Security Scheme for Mobile Healthcare in Digital Twin
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    Chapter 33 Construction of Security Risk Prediction Model for Wireless Transmission of Multi Axis NC Machining Data
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    Chapter 34 Spiking Neural Networks Subject to Adversarial Attacks in Spiking Domain
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    Chapter 35 Diverse Web APIs Recommendation with Privacy-preservation for Mashup Development
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    Chapter 36 Network Security Evaluation Method of College Freshmen Career Counseling Service Based on Machine Learning
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    Chapter 37 FedTD: Efficiently Share Telemedicine Data with Federated Distillation Learning
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    Chapter 38 Increase Channel Attention Based on Unet++ Architecture for Medical Images
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    Chapter 39 Distributed Power Load Missing Value Forecasting with Privacy Protection
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    Chapter 40 Differentially Private Generative Model with Ratio-Based Gradient Clipping
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    Chapter 41 Differential Privacy Protection Algorithm for Data Clustering Center
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    Chapter 42 Improved Kmeans Algorithm Based on Privacy Protection
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    Chapter 43 Symmetry Structured Analysis Sparse Coding for Key Frame Extraction
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    Chapter 44 Data Reconstruction from Gradient Updates in Federated Learning
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    Chapter 45 Natural Backdoor Attacks on Speech Recognition Models
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    Chapter 46 Boarding Pass Positioning with Jointly Multi-channel Segmentation and Perspective Transformation Correction
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    Chapter 47 AP-GCL: Adversarial Perturbation on Graph Contrastive Learning
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    Chapter 48 An Overview of Opponent Modeling for Multi-agent Competition
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    Chapter 49 Research on Potential Threat Identification Algorithm for Electric UAV Network Communication
Attention for Chapter 47: AP-GCL: Adversarial Perturbation on Graph Contrastive Learning
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Chapter title
AP-GCL: Adversarial Perturbation on Graph Contrastive Learning
Chapter number 47
Book title
Machine Learning for Cyber Security
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-20096-0_47
Book ISBNs
978-3-03-120095-3, 978-3-03-120096-0
Authors

Zheng, ZiYu, Chen, HaoRan, Peng, Ke

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The data shown below were collected from the profile of 1 X user 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 > Master 1 33%
Unknown 2 67%
Readers by discipline Count As %
Computer Science 1 33%
Unknown 2 67%

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