书目名称 | The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Pr |
副标题 | SPIoT-2021 Volume 1 |
编辑 | John Macintyre,Jinghua Zhao,Xiaomeng Ma |
视频video | |
概述 | Presents proceedings of the 2021 International Conference on Machine Learning and Big Data Analytics.Contains the state-of-the-art in IoT security and privacy.Written by experts in the field |
丛书名称 | Lecture Notes on Data Engineering and Communications Technologies |
图书封面 |  |
描述 | . .This book presents the proceedings of the 2020 2nd International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2021), online conference, on 30 October 2021. 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. . |
出版日期 | Conference proceedings 2022 |
关键词 | Novel Machine Learning and Big Data Analytics Methods; Data Mining and Statistical Modelling for the |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-89508-2 |
isbn_softcover | 978-3-030-89507-5 |
isbn_ebook | 978-3-030-89508-2Series ISSN 2367-4512 Series E-ISSN 2367-4520 |
issn_series | 2367-4512 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |