architectures, solutions and technologies Khatoun, Rida text nju 2022 monographic eng

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290 p. ill. ; 24 cm. Chapter 1. Home Automation Solutions for SecureWSN 1 -- Corinna SCHMITT and Marvin WEBER: 1.1. Introduction 2 -- 1.2. Background 4 -- 1.2.1. SecureWSN 4 -- 1.2.2. Communication standards 8 -- 1.2.3. The monitor-analyse-plan-execute-knowledge model 12 -- 1.2.4. Hardware and libraries 14 -- 1.3. Design decisions 15 -- 1.3.1. Requirements 16 -- 1.3.2. HAIFA architecture 18 -- 1.3.3. WebMaDa integration 29 -- 1.4. Implementation 30 -- 1.4.1. CoMaDa integration 30 -- 1.4.2. HAIFA's ZigBee Gateway 48 -- 1.4.3. WebMaDa integration 55 -- 1.4.4. Uploading HA data to WebMaDa 56 -- 1.4.5. Sending HA messages from WebMaDa to CoMaDa 59 -- 1.4.6. WebMaDa's frontend 62 -- 1.5. Evaluation of HAIFA 64 -- 1.5.1. Actuator interoperability (RI) 65 -- 1.5.2. Rule-based automation (R2) 65 -- 1.5.3. Node hardware interoperability (R3) 68 -- 1.5.4. CoMaDa and WebMaDa management (R4) 68 -- 1.6. Summary and conclusions 68 -- 1.7. Acknowledgements 69 -- 1.8. References 70 -- Chapter 2. Smart Home Device Security: A Survey of Smart Home Authentication Methods with a Focus on Mutual Authentication and Key Management Practices 75 -- Robinson RAJU and Melody MOH: 2.1. Introduction 75 -- 2.2. Smart home — introduction and technologies 77 -- 2.2.1. Smart home — introduction 77 -- 2.2.2. Smart home devices — categories 79 -- 2.3. Smart home security 80 -- 2.3.1. Threats 81 -- 2.3.2. Vulnerabilities 82 -- 2.3.3. IoT communication protocols 84 -- 2.3.4. Enhancements to IoT communication protocols 86 -- 2.3.5. IoT security architectures 87 -- 2.4. Smart home authentication mechanisms 91 -- 2.4.1. Stages of defining an authentication protocol for IoT 92 -- 2.4.2. Taxonomy of authentication schemes for IoT 93 -- 2.5. A primer on mutual authentication and key management terminologies 96 -- 2.5.1. X.509 certificate 97 -- 2.5.2. CoAP and DTLS 99 -- 2.5.3. TLS 1.3 101 -- 2.5.4. Key management fundamentals 102 -- 2.6. Mutual authentication in smart home systems 104 -- 2.6.1. Device and user onboarding 105 -- 2.6.2. Flow of user authentication and authorization 106 -- 2.6.3. Examples of mutual authentication schemes 107 --- 2.7. Challenges and open research issues 112 -- 2.8. Conclusion 113 -- 2.9. References 114 -- Chapter 3. SRAM Physically Unclonable Functions for Smart Home loT Telehealth Environments 125 -- Fayez GEBALI and Mohammad MAMUN: 3.1. Introduction 126 -- 3.2. Related literature 129 -- 3.3. System design considerations 130 -- 3.4. Silicon physically unclonable functions (PUF) 131 -- 3.4.1. Mutual authentication and key exchange using PUF 132 -- 3.4.2. Fuzzy extractor 133 -- 3.5. Convolutional encoding and Viterbi decoding the SRAM words 133 -- 3.6. CMOS SRAM PUF construction 136 -- 3.6.1. SRAM PUF statistical model 138 -- 3.6.2. Extracting the SRAM cell statistical parameters 141 -- 3.6.3. Obtaining the golden SRAM PUF memory content 142 -- 3.6.4. Bit error rate (BER) 142 -- 3.6.5. Signal-to-noise ratio (SNR) for SRAM PUF 143 -- 3.7. Algorithms for issuing CRP 144 -- 3.7.1. Algorithm #1: single-challenge 144 -- 3.7.2. Algorithm #2: repeated challenge 147 -- 3.7.3. Algorithm #3: repeated challenge with bit selection 148 -- 3.8. Security of PUF-based IoT devices 150 -- 3.9. Conclusions 151 -- 3.10. Acknowledgements 151 -- 3.11. References 151 -- Chapter 4. loT Network Security in Smart Homes 155 -- Manju LATA and Vikas KUMAR: 4.1. Introduction 156 -- 4.2. loT and smart home security 159 -- 4.3. IoT network security 164 -- 4.4. Prevailing standards and initiatives 169 -- 4.5. Conclusion 172 -- 4.6. References 172 -- Chapter 5. loT in a New Age of Unified and Zero-Trust Networks and Increased Privacy Protection 177 -- Sava ZXIVANOVICH, Branislav TODOROVIC, Jean Pierre LORRE, Darko TRIFUNOVIC, Adrian KOTELBA, Ramin SADRE and Axel LEGAY: 5.1. Introduction 178 -- 5.2. Internet of Things 179 -- 5.3. loT security and privacy challenges 182 -- 5.3.1. Security challenges 183 -- 5.3.2. Privacy challenges 184 -- 5.4. Literature review 187 -- 5.5. Security and privacy protection with a zero-trust approach 190 -- 5.6. Case study: secure and private interactive intelligent conversational 193 -- 5.6.1. LinTO technical characteristics 194 -- 5.6.2. Use case 195 -- 5.6.3. Use case mapping on the reference architecture 197 -- 5.7. Discussion 197 -- 5.8. Conclusion 198 -- 5.9. Acknowledgements 199 -- 5.10. References 199 -- Chapter 6. 10T, Deep Learning and Cybersecurity in Smart Homes: A Survey 203 -- Mirna ATIEH, Omar MOHAMMAD, Ali SABRA and Nehme RMAYTI: 6.1. Introduction 203 -- 6.2. Problems encountered 205 -- 6.3. State of the art 207 -- 6.3.1. IoT overview 207 -- 6.3.2. History 208 -- 6.3.3. Literature review 208 -- 6.3.4. Advantages, disadvantages and challenges 209 -- 6.4. IoT architecture 212 -- 6.4.1. Sensing layer 213 -- 6.4.2. Network layer 213 -- 6.4.3. Service layer 213 -- 6.4.4. Application—interface layer 213 -- 6.5. IoT security 214 -- 6.5.1. Security in the sensing layer 214 -- 6.5.2. Security in the network layer 215 -- 6.5.3. Security in the service layer 215 -- 6.5.4. Security in the application—interface layer: 216 -- 6.5.5. Cross-layer threats 216 -- 6.5.6. Security attacks 216 -- 6.5.7. Security requirements in IOT 218 -- 6.5.8. Security solutions for IOT 219 -- 6.6. Artificial intelligence, machine learning and deep learning 221 -- 6.6.1. Artificial intelligence 222 -- 6.6.2. Machine learning 222 -- 6.6.3. Deep learning 224 -- 6.6.4. Deep learning vs. machine learning 225 -- 6.7. Smart homes 227 -- 6.7.1. Human activity recognition in smart homes 227 -- 6.7.2. Neural network algorithm for human activity recognition 228 -- 6.7.3. Deep neural networks used in human activity recognition 230 -- 6.8. Anomaly detection in smart homes 233 -- 6.8.1. What are anomalies'? 233 -- 6.8.2. Types of anomaly 233 -- 6.8.3. Categories of anomaly detection techniques 233 -- 6.8.4. Related work of anomaly detection in smart homes 234 -- 6.9. Conclusion 237 -- 6.10. References 238 -- Chapter 7. sTiki: A Mutual Authentication Protocol for Constrained Sensor Devices 245 -- Corinna SCHMITT, Severin SIFFERT and Burkhard STILLER: 7.1. Introduction 246 -- 7.2. Definitions and history of IoT 248 -- 7.3. IoT-related security concerns 251 -- 7.3.1. Security analysis guidelines 253 -- 7.3.2. Security analysis by threat models 255 -- 7.3.3. sTiki's security expectations 256 -- 7.4. Background knowledge for sTiki 258 -- 7.4.1. Application dependencies for sTiki 258 -- 7.4.2. Inspiring resource-efficient security protocols 260 -- 7.5. The sTiki protocol 264 -- 7.5.1. Design decisions taken 266 -- 7.5.2. Implementation of sTiki's components 267 -- 7.6. sTiki's evaluation 270 -- 7.6.1. Secured communication between aggregator and server 271 -- 7.6.2. Secured communication between collector and aggregator 275 -- 7.6.3. Communication costs 276 -- 7.6.4. Integration into an existing system 277 -- 7.6.5. Comparison to existing approaches 278 -- 7.7. Summary and conclusions 279 -- 7.8. Acknowledgements 280 -- 7.9. References 281 -- List of Authors 287 Index 289 Rida Khatoun. Internet of things SECURITY MEASURES TK5105.8857 K43 2022 005.8 9781789450866 pucpr 220126 20230630154517.0 eng