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1by Petrenko, SergeiTable of Contents: “...Foreword vii Preface xiii Acknowledgments xv -- List of Figures xvii -- List of Tables xxvii -- List of Abbreviations xxix Glossary xxxvii Introduction 1 -- 1 Cyber Immunity Concept of the Industry 4.0 -- 5 1.1 Cybersecurity Threat Landscape 6 -- 1.2 Geography of the Cyber-Attacks 19 -- 1.3 Biological Metaphor for Cyber Immunity of Industry 4.0 -- 23 -- 1.4 Prerequisites for the Creation of Cyber Immunity of Industry 4.0 -- 28 -- 1.5 An Even Older Immune Defense Organization 38 -- 1.6 Place of the Immune System of Protection 45 -- 1.7 Development of the Concept of Cyber Immunity of Industry 4.0 -- 50 -- 2 Mathematical Framework for Immune Protection of Industry 4.0 -- 67 -- 2.1 Known Mathematical Basis of Immune Protection 68 -- 2.2 Known Immune Response Models 77 -- 2.3 First Immune Response Software Systems 86 -- 2.4 Problem of the "Digital Bombs" Neutralization 96 -- 2.5 Program Faults Detection Method 108 -- 2.6 Introducing a Passport System for Programs 118 -- 2.7 "Digital Bombs" Neutralization Method 133 -- 2.8 Basic Definitions of Cyber Resilience 148 -- 2.9 Mathematical Formulation of the Cyber Resilience Control Problem 162 -- 3 Trends and Prospects of the Development of Immune Protection of Industry 4.0 -- 177 -- 3.1 Artificial Immune Networks 178 -- 3.2 Immunocomputing 190 -- 3.3 Hybrid Intelligent Protection System 200 -- 3.4 Detection of Anomalies Based on Dimensions 208 -- 3.5 Innovative Methods for Detecting Anomalies 220 -- 3.6 Data Processing Model on the Example of Oracle Solution 235 -- 3.7 Control of the Platform Semantic Correctness 250 -- 4 From the Detection of Cyber-Attacks to Self-Healing Industry 4.0 -- 265 -- 4.1 Classification of Methods for Detecting Cyber-Attacks and Anomalies 266 -- 4.2 Evaluation of the Known Methods for Detecting Cyber-Attacks and Anomalies 275 -- 4.3 Innovative Immune Response Method 287 -- 4.4 Immune Response Method Implementation 300 -- 4.5 Development of Immune Response Method 314 -- 4.6 Intellectual Cyber Resilience Orchestration 323....”
Published 2020
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13Published 2021Table of Contents: “.... - A light SRGAN for Up-Scaling of Low Resolution and High Latency Images -- Energy Efficient Clustering Routing Protocol and ACO Algorithm in WSN -- Efficient Social Distancing Detection using Object Detection and Triangle Similarity -- Explaining a Black-Box Sentiment Analysis Model with Local Interpretable Model Diagnostics Explanation (LIME) -- Spelling Checking and Error Corrector System for Marathi Language Text using Minimum Edit Distance Algorithm -- A Study on Morphological Analyser for Indian Languages : A Literature Perspective -- Cyber Safety Against Social Media Abusing -- Predictive Rood Pattern Search for Efficient Video Compression -- An Effective Approach For Classifying Acute Lymbphoblastic Luekemia Using Hybrid Hierarchial Classifiers -- Abnormal Blood Vessels Segmentation for Proliferative Diabetic Retinopathy Screening Using Convolutional Neural Network. - Predictive Programmatic Classification Model to Improve Ad-Campaign Click Through Rate -- Live stream processing techniques to assist unmanned, regulated railway crossings -- Most Significant Bit-Plane based Local Ternary Pattern for Biomedical Image Retrieval -- Facial Monitoring Using Gradient Based Approach -- Overlapped Circular Convolution based feature extraction algorithm for classification of high dimensional datasets -- Binary Decision Tree Based Packet Queuing Schema for Next Generation Firewall -- Automatic Tabla Stroke Source Separation Using Machine Learning -- Classification of Immunity Booster Medicinal Plants using CNN: A Deep Learning Approach -- Machine Learning Model Interpretability in NLP and Computer Vision Applications -- Optimal Sizing and Siting of Multiple Dispersed Generation System using Metaheuristic Algorithm -- Design of a Fused Triple Convolutional Neural Network for Malware Detection: A Visual Classification Approach -- Mobile Agent Security using Lagrange Interpolation with Multilayer Perception Neural Network -- Performance Analysis of Channel coding techniques for 5G networks -- An Ensemble Learning Approach for Software Defect Prediction in Developing Quality Software Product -- A Study on Energy-Aware Virtual Machine Consolidation Policies in Cloud Data Centers using Cloudsim Toolkit -- Predicting Insomnia Using Multilayer Stacked Ensemble Model. - A novel encryption scheme based on Fully Homomorphic Encryption and RR-AES along with privacy preservation for vehicular network -- Key-Based Decoding for Coded Modulation Schemes in the presence of ISI -- Optimizing the Performance of KNN Classifier for Human Activity Recognition -- Face Recognition with Disguise and makeup Variations Using Image Processing and Machine Learning -- Attention-based deep Fusion Network for Retinal Lesion Segmentation in Fundus Image -- Visibility improvement in hazy conditions via a deep learning based image fusion approach -- Performance of Reinforcement Learning Simulation: x86 v/s ARM -- A Performance Study of Probabilistic Possibilistic Fuzzy C-Means Clustering Algorithm -- Optimized Random Forest Algorithm with Parameter Tuning for Predicting Heart Disease -- Machine Learning Based Techniques for Detection of Renal Calculi in Ultrasound Images -- Unsupervised Change Detection in Remote Sensing Images Using CNN Based Transfer Learning -- Biological Sequence Embedding based Classification for MERS and SARS -- Supply Path Optimization in Video Advertising Landscape -- Stack-based CNN Approach to Covid-19 Detection -- Performance Analysis of Various Classifiers for Social Intimidating Activities Detection -- Technique for Enhancing the efficiency and security of lightweight IoT devices -- Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification using Spectrogram -- Performance Analysis of Machine Learning Techniques in Device Free Localization in Indoor Environment -- D-Leach: An Energy Optimized Deterministic Sub-clustering and Multi-hop Routing Protocol for Wireless Sensor Networks -- Robust Image Watermarking Using Support Vector Machine and Multi-Objective Particle Swarm Optimization -- Generalized Intuitionistic Fuzzy Entropy on IFMARCOS Technique and its Application in Multi-Criteria Decision Making -- Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics -- Rainfall Prediction using Logistic Regression and Support Vector Regression Algorithms -- Collaborative Recommender System (CRS) using optimized SGD - ALS -- Violence Detection from CCTV Footage using Optical Flow and Deep Learning in inconsistent weather and lighting conditions -- Speech based Multiple Emotion Classification model using Deep Learning -- A Legal-Relationship Establishment in Smart Contracts: Ontological Semantics for Programming-Language Development -- Aspect Based Sentiment Analysis - An Incremental Model Learning Approach Using LSTM-RNN -- Cloud based Exon Prediction using Maximum Error Normalized Logarithmic Algorithms -- Unsupervised Learning of Visual Representations via Rotation and Future Frame Prediction for Video Retrieval -- Application of Deep Learning in Classification of Encrypted Images -- Ear Recognition Using Pretrained Convolutional Neural Networks -- An Adaptive Service Placement Framework in Fog Computing Environment -- Efficient Ink Mismatch Detection Using Supervised Approach....”
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