图书简介

Foreword Preface 0.1 Book Organization Acknowledgments Acronyms   1 Evolution of Mobile Networks 1.1 Introduction 1.2 6G Mobile Communication Networks 1.2.1 6G as Envisioned Today 1.3 Key Driving Trends Towards 6G 1.4 6G Requirements/Vision 1.4.1 6G Development Timeline   2 Key 6G Technologies 2.1 Radio Network Technologies 2.1.1 Beyond sub 6 GHz towards THz Communication 2.1.2 Non-Terrestrial Networks Towards 3D Networking 2.2 AI/ML/FL 2.3 DLT/Blockchain 2.4 Edge Computing 2.5 Quantum Communication 2.6 Other New Technologies 2.6.1 Visible Light Communications 2.6.2 Large Intelligent Surfaces 2.6.3 Compressive Sensing 2.6.4 Zero-touch network and Service Management 2.6.5 Efficient Energy Transfer and Harvesting   3 6G Security Vision 3.1 Overview of 6G Security Vision 3.1.1 New 6G Requirements 3.2 6G Security Vision and KPIs 3.2.1 Security Threat Landscape for 6G Architecture   4 6G Device Security 4.1 Overview of 6G devices 4.2 6G Device Security Challenges 4.2.1 Growth of Data Collection 4.2.2 Cloud Connectivity 4.2.3 Device Capacity 4.2.4 Ultra Saturated Devices 4.3 Addressing Device Security in 6G   5 Open RAN and RAN-Core convergence 5.1 Introduction 5.2 Open RAN Architecture 5.3 Threat Vectors and Security Risks Associated with Open RAN 5.3.1 Threat Taxonomy 5.3.2 Risks related to the Process 5.3.3 Risks related to the Technology 5.3.4 Global Risks 5.4 Security Benefits of Open RAN 5.4.1 Open RAN specific 5.4.2 V-RAN specific 5.4.3 5G networks Related 5.5 Conclusion   6 Edge intelligence 6.1 Overview of edge intelligence 6.2 State-of-the-art related to 5G 6.2.1 Denial of Service (DOS) 6.2.2 Man-in-the-Middle (MitM) Attack 6.2.3 Privacy leakage 6.3 State-of-the-art related to 6G 6.3.1 Training dataset manipulation 6.3.2 Interception of Private Information 6.3.3 Attacks on learning Agents 6.4 Edge computing security in autonomous driving 6.5 Future and challenges   7 Specialized 6G Networks and Network Slicing 7.1 Overview of 6G Specialized Networks                 7.2 Network Slicing in 6G                          7.2.1 Trust in Network Slicing                  7.2.2 Privacy Aspects in Network Slicing            7.2.3 Solutions for Privacy and Trust in NS          8 Industry 5.0 8.1 Introduction                                8.2 Motivations behind the Evolution of Industry 5.0          8.3 Key Features of Industry 5.0                      8.3.1 Smart Additive Manufacturing               8.3.2 Predictive Maintenance                   8.3.3 Hyper Customization                    8.3.4 Cyber Physical Cognitive Systems             8.4 Security of Industry 5.0                         8.4.1 Security Issues of Industry 5.0               8.5 Privacy of Industry 5.0                            9 Metaverse Security in 6G 9.1 Overview of Metaverse                           9.2 What is Metarverse?                           9.2.1 Metaverse architecture                   9.2.2 Key characteristics of metaverse              9.2.3 Role of 6G in Metaverse                  9.3 Security Threats in metaverse                       9.4 Countermeasures for metaverse security threats           9.5 New trends in metaverse security                      10 Society 5.0 and Security 10.1 Industry and Society Evolution                     10.1.1 Industry 4.0                          10.1.2 Society 5.0                          10.2 Technical Enablers and Challenges                   10.2.1 Dependable Wireless Connectivity             10.2.2 Integrated Communication, Control, Computation, and Sensing                          10.2.3 Intelligence Everywhere                   10.2.4 Energy Harvesting and Transfer              10.3 Security in Society 5.0                            11 6G-enabled Internet of Vehicles 11.1 Overview of V2X Communication and IoV              11.2 IoV Use Cases                               11.3 Connected Autonomous Vehicles (CAV)                11.4 Unmanned Aerial Vehicles in Future IoV               11.5 Security Landscape for IoV                       11.5.1 Security Threats                       11.5.2 Security Requirements                       12 Smart Grid 2.0 Security 12.1 Introduction                                12.2 Evolution of SG 2.0                            12.3 Smart Grid 2.0                               12.3.1 Comparison of Smart Grid 1.0 and 2.0          12.4 Role of 6G in SG 2.0                           12.5 Security Challenges of SG 2.0                      12.5.1 Physical Attacks                       12.5.2 Software Attacks                      12.5.3 Network Attacks                      12.5.4 Attacks to the Controller                 12.5.5 Encryption related Attacks                12.5.6 AI and ML related Attacks                 12.5.7 Stability and Reliability of power supply         12.5.8 Secure and transparent energy trading among pro-sumers and consumers                   12.5.9 Efficient and reliable communication topology for information and control signal exchange         12.6 Privacy issues of SG2.0                          12.7 Trust Management                            12.8 Security and Privacy Standardization on SG 2.0             13 6G Privacy 13.1 Introduction                                13.2 Privacy Taxonomy                             13.3 Privacy in Actions on Data                       13.3.1 Information Collection                    13.3.2 Information Processing                   13.3.3 Information Dissemination                 13.3.4 Invasion                             13.4 Privacy Types for 6G                           13.4.1 Data                              13.4.2 Actions and Personal Behaviour              13.4.3 Image and Video                       13.4.4 Communication                       13.4.5 Location                            13.5 6G Privacy goals                             13.5.1 Ensure of privacy-protected big data           13.5.2 Privacy guarantees for edge networks           13.5.3 Achieving balance between privacy and performance of services 13.5.4 Standardization of privacy in technologies, and applications                           13.5.5 Balance the interests in privacy protection in global context                             13.5.6 Achieving proper utilization of interoperability and data portability                        13.5.7 Quantifying privacy and privacy violations        13.5.8 Getting explanations of AI actions for privacy requirements                               14 6G Privacy Challenges and Possible Solution 14.1 Introduction                                14.2 6G Privacy Challenges and Issues                    14.2.1 Advanced 6G applications with new privacy requirements                             14.2.2 Privacy preservation limitations for B5G/6G control and orchestration layer                   14.2.3 Privacy attacks on AI models               14.2.4 Privacy requirements in cloud computing and storage environments                      14.2.5 Privacy issues in edge computing and Edge AI     14.2.6 Cost on privacy enhancements               14.2.7 Limited availability of Explainable AI (XAI) techniques 14.2.8 Ambiguity in responsibility of data ownership      14.2.9 Data communication confidentiality issues        14.2.10 Private Data Access Limitations              14.2.11 Privacy differences based on location           14.2.12 Lack of understanding of privacy rights and threats in general public                       14.2.13 Difficulty in defining levels and indicators for privacy 14.3 Privacy Solutions for 6G                         14.3.1 Privacy-preserving decentralized AI            14.3.2 Edge AI                            14.3.3 Intelligent management with privacy           14.3.4 XAI for privacy                        14.3.5 Privacy measures for Personally Identifiable Information                             14.3.6 Blockchain-based Solutions                 14.3.7 Lightweight and quantum resistant encryption mechanisms                              14.3.8 Homomorphic Encryption                  14.3.9 Privacy-preserving data publishing techniques      14.3.10 Privacy by design and Privacy by default         14.3.11 Regulation of Government, Industry, and Consumer 14.3.12 Other solutions                          15 Legal Aspects and Security Standardization 15.1 Legal                                    15.2 Security Standardization                         15.2.1 ETSI                              15.2.2 ITU-T                              15.2.3 3GPP                             15.2.4 NIST                             15.2.5 IETF                              15.2.6 5G PPP                            15.2.7 NGMN                            15.2.8 IEEE                                 16 Distributed Ledger Technologies (DLTs) and Blockchain 16.1 Introduction                                16.2 What is DLT                                16.3 What is Blockchain                            16.3.1 Types of Blockchain                      16.4 What is Smart Contracts                        16.5 Salient Features of Blockchain                     16.6 Key Security Challenges which Blockchain can Solve        16.6.1 Role of Blockchain                      16.7 Key Privacy Challenges which Blockchain can Solve        16.7.1 Key Challenges                        16.7.2 Role of Blockchain                      16.8 Threat Landscape of Blockchain                    16.9 Possible Solutions to secure 6G Blockchains               17 AI/ML for 6G Security 17.1 Overview of 6G intelligence                       17.2 AI for 6G Security                             17.3 Use of AI to Identify/Mitigate Pre-6G Security Issues        17.4 AI to Mitigate Security Issues of 6G Architecture          17.5 AI to Mitigate Security Issues of 6G Technologies          17.6 Security Issues in AI                           17.7 Using AI to Attack 6G                            18 Role of Explainable AI in 6G Security 18.1 What is Explainable AI (XAI)                      18.1.1 Terminologies of XAI                    18.1.2 Taxonomy of XAI                      18.1.3 XAI Methods                         18.2 Use of XAI for 6G                            18.3 XAI for 6G Security                            18.3.1 XAI for 6G Devices and IoT Security           18.3.2 XAI for 6G RAN                       18.3.3 XAI for 6G Edge                       18.3.4 XAI for 6G Core and Backhual               18.3.5 XAI for 6G Network Automation             18.4 New Security issues of XAI                       18.4.1 Increased vulnerability to adversarial ML attacks    18.4.2 Difficulty to design secure ML applications       18.4.3 New attack vector and target                 19 Zero touch network and Service Management (ZSM) Security 19.1 Introduction                                19.1.1 Need of Zero-Touch Network and Service Management                              19.1.2 Importance of ZSM for 5G and Beyond         19.2 ZSM Reference Architecture                      19.2.1 Components                         19.3 Security Aspects                             19.3.1 ML/AI-based Attacks                    19.3.2 Open API Security Threats                19.3.3 Intent-based Security Threats               19.3.4 Automated Closed-Loop Network based Security Threats 19.3.5 Threats due to Programmable Network Technologies 19.3.6 Possible Threats on ZSM Framework Architecture     20 Physical Layer Security 20.1 Introduction                                20.2 Physical layer security background                   20.2.1 PLS fundamentals                      20.2.2 PLS Approaches                       20.3 The prospect of PLS in 6G                       20.3.1 Application scenarios of PLS in 6G            20.3.2 6G technologies and PLS                 20.3.3 Cell-free mMIMO                      20.3.4 Visible Light Communication (VLC)           20.3.5 Terahertz Communication                 20.3.6 Joint Communications and Sensing              21 Quantum Security and Post-Quantum Cryptography 21.1 Overview of 6G and Quantum Computing               21.2 Quantum Computing                           21.3 Quantum Security                              21.3.1 Quantum Key Distribution                 21.3.2 Information-theoretic security               21.4 Post-Quantum Cryptography                      21.4.1 Background                          21.4.2 PQC methods                        21.4.3 PQC standardisation                    21.4.4 Challenges with PQC                    21.4.5 Future directions of PQC                  21.4.6 6G and PQC                         22 Concluding Remarks   Index

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