LEADER 05090nam 22006495 450 001 9910845481903321 005 20240319233600.0 010 $a3-031-51097-6 024 7 $a10.1007/978-3-031-51097-7 035 $a(MiAaPQ)EBC31222000 035 $a(Au-PeEL)EBL31222000 035 $a(DE-He213)978-3-031-51097-7 035 $a(CKB)30995673400041 035 $a(EXLCZ)9930995673400041 100 $a20240319d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSecure Edge and Fog Computing Enabled AI for IoT and Smart Cities$b[electronic resource] $eIncludes selected Papers from International Conference on Advanced Computing & Next-Generation Communication (ICACNGC 2022) /$fedited by Ahmed A. Abd El-Latif, Lo?ai Tawalbeh, Yassine Maleh, Brij B. Gupta 205 $a1st ed. 2024. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2024. 215 $a1 online resource (259 pages) 225 1 $aEAI/Springer Innovations in Communication and Computing,$x2522-8609 311 $a3-031-51096-8 327 $aPart 1: AI Enabled Smart City IoT System using Edge /Fog Computing -- Chapter 1. Multi-level edge computing system for autonomous vehicles -- Chapter 2. UAVs based edge computing system for smart city applications -- Chapter 3. Organization of Smart City Services Based on Microservice Architecture -- Chapter 4. Pseudo-Random Error-Correcting Codes in Network Coding -- Chapter 5. Proactive management in Smart City: transport convoys -- Chapter 6. Federated Learning for Linux Malware Detection: An Experimental Study -- Chapter 7. Delay prediction in M2M networks using Deep Learning approach -- Chapter 8. Energy-Efficient Beam Shaping in MIMO System Using Machine Learning -- Chapter 9. Channel Cluster Configuration Selection Method for IEEE 802.11 Networks Planning -- Chapter 10. Service migration algorithm for UAVs recharge zones in future 6G network -- Chapter 11. FedBA: Non-IID Federated Learning Framework in UAV Networks -- Part 2: Fog/Edge Computing Security Issues -- Chapter 12. Big Data Analytics for Secure Edge-based Manufacturing Internet of Things (MIoT) -- Chapter 13. Artificial Intelligence-Based Secure Edge Computing Systems for IoTDs and Smart Cities: A Survey -- Chapter 14. Machine Learning Techniques for Secure Edge SDN -- Chapter 15. Machine Learning-Based Identity and Access Management for Cloud Security -- Chapter 16. Spatial Data of Smart Cities: Trust -- Chapter 17. Smart City Infrastructure Projects: Spatial Data of Risks -- Chapter 18. A Comparative Analysis of Blockchain-Based Authentication Models for IoT Networks -- Chapter 19. Development of determining a wireless client location method in the IEEE 802.11 network in order to ensure the IT infrastructure security. 330 $aThis book gathers recent research in security and privacy to discuss, evaluate, and improve the novel approaches of data protection in IoT and edge and fog computing. The primary focus of the book addresses security mechanisms in IoT and edge/ fog computing, advanced secure deployments for large scaled edge/ fog computing, and new efficient data security strategy of IoT and edge/ fog computing. The book lays a foundation of the core concepts and principles of IoT and 5G security, walking the reader through the fundamental ideas. This book is aimed at researchers, graduate students, and engineers in the fields of secure IoT and edge/ fog computing. The book also presents selected papers from International Conference on Advanced Computing & Next-Generation Communication (ICACNGC 2022). Discusses, evaluates, and improves approaches in data protections in IoT and edge/ fog computing; Lays a foundation of the core concepts and principles of IoT and 5G security for edge/ fog computing; Includes selected papers from ICACNGC 2022. 410 0$aEAI/Springer Innovations in Communication and Computing,$x2522-8609 606 $aTelecommunication 606 $aData protection 606 $aSecurity systems 606 $aDatabase management 606 $aCommunications Engineering, Networks 606 $aData and Information Security 606 $aSecurity Science and Technology 606 $aDatabase Management System 615 0$aTelecommunication. 615 0$aData protection. 615 0$aSecurity systems. 615 0$aDatabase management. 615 14$aCommunications Engineering, Networks. 615 24$aData and Information Security. 615 24$aSecurity Science and Technology. 615 24$aDatabase Management System. 676 $a621.382 700 $aAbd El-Latif$b Ahmed A$01080743 701 $aTawalbeh$b Lo'ai$01734185 701 $aMaleh$b Yassine$01734186 701 $aGupta$b Brij B$01734187 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910845481903321 996 $aSecure Edge and Fog Computing Enabled AI for IoT and Smart Cities$94150819 997 $aUNINA