1 Cybersecurity in Digital Transformation
1.1 Digital Transformation
1.2 Cybersecurity
1.3 Fourth Technological Wave 1.4 Circular Economy
References
2 Introduction to Cybersecurity
2.1 Introduction
2.2 CIA Triad
2.3 Cyber Threat Attacks and Cyber Threat Intensions
2.4 Security Risk, Likelihood, and Consequence Level
2.5 Risk Matrix
2.6 Cyber Threat Attack Types 2.7 Cybersecurity is still Paramount References
3 Threat Intelligence
3.1 Introduction
3.2 Threat Intelligence Methodological Approach
3.3 Known-Knowns, Known-Unknowns, Unknown-Unknowns
3.4 Digital Forensic and Threat Intelligence Platforms
3.5 Threat Attack Profiling, Threat Intelligence, Threat Lifecycle
3.6 Threat Intelligence Sharing and Management Platform
References
4 Intrusion Detection and Prevention
4.1 Intrusion Detection
4.1.1 Anomaly Intrusion Detection 4.1.2 Misuse Intrusion Detection 4.1.3 Disadvantages of Anomaly and Misuse Intrusion Detection 4.1.4 Specification-based Intrusion Detection 4.1.5 Intrusion Type Characteristics and Detection 4.1.6 Intrusion Detection System Architecture 4.2 Intrusion Prevention 4.2.1 Intrusion Prevention System 4.2.2 Intrusion Prevention System Architecture 4.3 Intrusion Detection and Prevention Architecture 4.4 Intrusion Detection Capability Metric 4.5 Intrusion Detection and Prevention Methods References
5 Machine Learning and Deep Learning
5.1 Introduction to Machine Learning
5.2 Types of Machine Learning 5.2.1 Comparison of Machine Learning Methods 5.3 Machine Learning for Intrusion Detection 5.4 Introduction to Deep Learning 5.4.1 Deep Learning Methods used in Cybersecurity
References
6 Attack Models and Scenarios
6.1 Introduction 6.2 Attack Models and Scenarios
6.3 Adversary Behavior Modeling
6.3.1 Adversary Attack Behavior Modeling
6.3.2 Adversary Cyber Threat Simulation Modeling
References
7 Cybersecurity Ontology
7.1 Introduction 7.2
About the Author:
Prof. Dr. Dietmar P. F. Möller is a Professor in computer engineering. In this position he worked together with industry in different projects and lead EU-US Joint Consortia for Cooperation in Higher Education and Vocational Education and Training. He received grants from the German Research Foundation (DFG) and from the German Federal Ministry of Education and Research (BMBF) for a centre of excellene in Aviation together with partners from industry and universities. In 2016 he received a grant from DAAD and UGC for an Indo German Research and Education project on Cyber-Physical Systems and Cybersecurity, and in 2020 a project founded by MIIT in intelligent manufacturing. In 2016 he published the book "Guide to Computing Fundamentals in Cyber-Physical Systems - Concepts, Design Methods, and Applications", by Springer Publ. This book has also been translated into Chinese language by Springer Publ. in 2018. In 2019 the book "Guide to Automotive Connectivity and Cybersecurity - Trends, Technologies, Innovations, and Applications" was also published by Springer Publ., and in the same year the book "Smart Technologies - Scopes and Applications" was published by Springer Publ., too. Prof. Dr. Möller has published in total 12 books, more than 200 papers, more than 20 contributions in book chapters, and has given more than 150 presentations at international and national conferences. Prof, Dr. Möller has also received several awards for his scientific research work.
