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020 _a9783031510977
_9978-3-031-51097-7
050 4 _aTK5101-5105.9
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072 7 _aTJK
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082 0 4 _a621.382
_223
245 1 0 _aSecure Edge and Fog Computing Enabled AI for IoT and Smart Cities
_h[electronic resource] :
_bIncludes selected Papers from International Conference on Advanced Computing & Next-Generation Communication (ICACNGC 2022) /
_cedited by Ahmed A. Abd El-Latif, Lo'ai Tawalbeh, Yassine Maleh, Brij B. Gupta.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2024.
300 _aXVII, 256 p. 95 illus., 81 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aEAI/Springer Innovations in Communication and Computing,
_x2522-8609
505 0 _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.
520 _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.
541 _fUABC ;
_cPerpetuidad
650 0 _aTelecommunication.
650 0 _aData protection.
650 0 _aSecurity systems.
650 0 _aDatabase management.
650 1 4 _aCommunications Engineering, Networks.
650 2 4 _aData and Information Security.
650 2 4 _aSecurity Science and Technology.
650 2 4 _aDatabase Management System.
700 1 _aAbd El-Latif, Ahmed A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTawalbeh, Lo'ai.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMaleh, Yassine.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGupta, Brij B.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031510960
776 0 8 _iPrinted edition:
_z9783031510984
776 0 8 _iPrinted edition:
_z9783031510991
830 0 _aEAI/Springer Innovations in Communication and Computing,
_x2522-8609
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-51097-7
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cLIBRO_ELEC
999 _c274522
_d274521