
The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
SPIoT-2021 Volume 1
Springer (Publisher)
Published on 30. October 2021
Book
Paperback/Softback
XXI, 1154 pages
978-3-030-89507-5 (ISBN)
Description
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.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
190 farbige Abbildungen, 147 s/w Abbildungen
XXI, 1154 p. 337 illus., 190 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 63 mm
Weight
1737 gr
ISBN-13
978-3-030-89507-5 (9783030895075)
DOI
10.1007/978-3-030-89508-2
Schweitzer Classification
Other editions
Additional editions

John MacIntyre | Jinghua Zhao | Xiaomeng Ma
The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
SPIoT-2021 Volume 1
E-Book
10/2021
Springer
€223.63
Available for download
Content
Application of Artificial Intelligence in Arrangement Creation.- Automatic Segmentation for Retinal Vessel Using Concatenate UNet++.- Experimental Analysis of Mandarin Tone Pronunciation of Tibetan College Students for Artificial Intelligence Speech Recognition.- Exploration of Paths for Artificial Intelligence Technology to Promote Economic Development.- Influence of RPA Financial Robot on Financial Accounting and its Countermeasures.- Application of Artificial Intelligence Technology in English Online Learning Platform.- Spectral Identification Model of NIR Origin Based on Deep Extreme Learning Machine.- Frontier Application and Development Trend of Artificial Intelligence in New Media in the AI Era.- Analysis on the Application of Machine Learning Stock Selection Algorithm in the Financial Field.- Default Risk Prediction Based on Machine Learning under Big Data Analysis Technology.- Application of Intelligent Detection Technology and Machine Learning Algorithm in Music Intelligent System.- Application of 3D Computer Aided System in Dance Creation and Learning.- Data Selection and Machine Learning Algorithm Application under the Background of Big Data.