03696nam 22006975 450 991048308230332120230502194047.03-030-62746-210.1007/978-3-030-62746-1(CKB)4100000011558813(MiAaPQ)EBC6384943(DE-He213)978-3-030-62746-1(PPN)252504496(EXLCZ)99410000001155881320201104d2021 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierThe 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy[electronic resource] SPIoT-2020, Volume 2 /edited by John MacIntyre, Jinghua Zhao, Xiaomeng Ma1st ed. 2021.Cham :Springer International Publishing :Imprint: Springer,2021.1 online resource (XXXII, 863 p. 222 illus., 128 illus. in color.)Advances in Intelligent Systems and Computing,2194-5365 ;1283Includes index.3-030-62745-4 This book presents the proceedings of The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2020), held in Shanghai, China, on November 6, 2020. Due to the COVID-19 outbreak problem, SPIoT-2020 conference was held online by Tencent Meeting. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering, addressing a number of broad themes, including novel machine learning and big data analytics methods for IoT security, data mining and statistical modelling for the secure IoT and machine learning-based security detecting protocols, which inspire the development of IoT security and privacy technologies. The contributions cover a wide range of topics: analytics and machine learning applications to IoT security; data-based metrics and risk assessment approaches for IoT; data confidentiality and privacy in IoT; and authentication and access control for data usage in IoT. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals and provides a useful reference guide for newcomers to the IoT security and privacy field.Advances in Intelligent Systems and Computing,2194-5365 ;1283Engineering—Data processingCooperating objects (Computer systems)Computational intelligenceMachine learningBig dataData EngineeringCyber-Physical SystemsComputational IntelligenceMachine LearningBig DataEngineering—Data processing.Cooperating objects (Computer systems).Computational intelligence.Machine learning.Big data.Data Engineering.Cyber-Physical Systems.Computational Intelligence.Machine Learning.Big Data.004.678Zhao JinghuaMa XiaomengMcIntyre John1916-2005,International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy.MiAaPQMiAaPQUtOrBLWBOOK9910483082303321The 2020 international conference on machine learning and big data analytics for IoT security and privacy2572141UNINA