The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy

SPIoT-2020, Volume 2
Herausgegeben:Macintyre, John; Zhao, Jinghua; Ma, Xiaomeng

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Advances in Intelligent Systems and Computing 1283
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-62745-4
• 1st ed. 2021
• Seitenzahl: 896
• Erscheinungstermin: 5. November 2020
• Englisch
• Abmessung: 235mm x 155mm x 48mm
• Gewicht: 1329g
• ISBN-13: 9783030627454
• ISBN-10: 3030627454
• Artikelnr.: 60214592

Inhaltsangabe

Session 5: Data-driven co-design of communication, computing and control
for IoT security
Design of a Force Balance Geophone Utilizing Bandwidth Extension and Data
Acquisition Interface
Application of 3ds Max Technology in Archaeology
The Application of Virtual Reality Technology in ESP Teaching
Application of Simulation Method Based on Computer Bionic Design
The Implementation and Application of Computer Simulation Technology in PE
Teaching
Construction of College Communities in the New Media Based on Network
Environment
Political and Ideological Personnel Management Mode Based on Computer
Network
Analysis of Mapping Knowledge Domain on Health and Wellness Tourism in the
Perspective of Cite Space
Application of Smart Retail Mode in Suning.Com
Construction and Development of High-tech Smart City
Design and Implementation of Self-Service Tourism Management Information
System Based on B/S Architecture
Chinese Culture Penetration in Teaching Chinese as a Foreign Language in
the Era of Mobile Internet
Application and Outlook of Digital Media Technology in Smart Tourism
Accounting Informationization in Computer Network Environment
Mobile Phone GPS and Sensor Technology in College Students' Extracurricular
Exercises
Design of Networking Network Model Based on Network Function Virtualization
Technology
Intelligent Media Technology Empowered Brand Communication of Chinese
Intangible Cultural Heritage
Construction Strategy of Smart English Teaching Platform from the
Perspective of "Internet + Education"
Online Writing Effectiveness under the Blended Teaching Mode of Moscotech
APP
A Narrative Environment Model for the Sustainability of Intangible Cultural
Heritage under the 5G Era
Application Study of VPN on the Network of Hydropower Plant
Prediction of Technology Trend of Educational Robot Industry Based On
Patent Map Analysis
Coal Handling System of Power Plant Based On PLC
Discussion on the Construction of Wireless Campus Network Based On SDN
Architecture
Applicational Status Analysis of Artificial Intelligence Technology in
Middle School Education and Teaching
Virtual Enterprise Partner Selection by Improved Analytic Hierarchy Process
with Entropy Weight and Range Method
Research and implementation of Intelligent Tourism Guide System Based on
cloud computing platform
Analysis of financial needs of new agricultural operators based on K-means
clustering algorithm
Research on the application of virtual network technology in computer
network security
Application of Bionics in Underwater Acoustic Covert Communication
Energy-saving and efficient underwater wireless sensor network security
data aggregation model
False Data Filtering in Underwater Wireless Sensor Networks
Research on Underwater Bionic Covert Communication
Session 6: Authentication and access control for data usage in IoT
The Application of Virtual Reality Technology in Architectural Design
Computer-assisted Teaching and Cultivate Students' Innovative Thinking
Ability
The Reform Progress and Practical Difficulties of State-owned Hospitals
under Information Age¿Case Analysis Based on the Reform in a Medical
Institution of A Group in China
Financing Efficiency of SMEs in New Third Board Market in the Information
Times
Application of Virtual Instrument Technology in Electronic Course Teaching
A Solution for Internet of Things based on Blockchain and Edge Computer
Discovery and Advice of Free Charging of Electronic Devices
Design and Implementation of Tourism Information Management System Based on
.NET
A Computer Model for Decision of Equipment Maintenance Spare Parts Reserve
Risk Level Determination of Science and Technology Service Supply Chain
with PA-BP Integrated Model
Evaluation of the New Engineering Course System for Cyberspace Security
Exploration on Teaching Reform of Architectural Design Courses from the
Perspective of MOOCs
Large-scale Farmland Management on Improving Production Efficiency under
the Background of Smart Agriculture-Based on panel quantile regression
Impact of Alliance Fitness on Smart Phone Brand Alliance Based on
Intelligent Application
Effective Control Method of the Whole Process Project Cost Based on BIM
Research and Design of FPGA Embedded System
Multi-source Heterogeneous and XBOOST Vehicle Sales Forecasting Model
The Lorentz Component Algorithm for Calculating the Center of the Circular
Motion of Charged Particles
Controller Design Based On LQR for Rotational Inverted Pendulum
Three-Dimensional Scenic Spot Roaming System Based on Virtual Reality
Technology
Research and Development of Simulation System for Industrial Robot Stamping
Automation Production Line Based on Virtual Reality
Architectural Roaming Animation Based on VR Technology
The Measurement Method of Housing Affordability
Smart home security based on the Internet of Things
CS-based homomorphism encryption and trust scheme for underwater acoustic
sensor networks
3D animation scene plane design based on Virtual Reality Technology
Design of VR Computer Network and Maintenance Experiment System
The quantum state engineering by Adiabatic Decoherence-Free Subspace
Design and Implementation of Training System for Broadcast Hosts P2P
Network Video Live
Application Research of enterprise production logistics system based on
computer simulation technology
Atomic Decay-based Clustering for Operation Log
Hybrid Mac Protocol Based On Security In Clustering Topology
Session 7: Experiments, test-beds and prototyping systems for IoT security
The Transformation and Remodeling of Literary Education Concept under
Mobile Internet Era
Teaching Design Based On Network Red Blue Confrontation
Construction and Implementation of the "Pyramid" Online Learning Platform
for Experimental Teaching
The Research on the Strategy of College English Teaching Mode Based on
Mobile Terminal under the Background of Internet+
The Research on College Physical Education Innovation Based on Internet and
New Media
The Development Strategy of College English Education under the Language
Education Planning in the Age of Artificial Intelligence
Construction of Smart City Needed for a Better Life under the Background of
the Times--A Perspective of Holistic Governance Theory Based on Governance
and the Structure of Local Political Institutions
Investigation on the Growth Mechanism of Small and Medium-Sized
Agricultural Leading Enterprises from the Perspective of Intelligent
Agricultural Niche Theory
The Optimization and Construction of College English Teaching by
Information Technology
The Application of Computer Technology in Chinese Teaching for Foreign
Students from the Perspective of Internet
The Application of Computer "Virtual Simulation" Experimental Teaching in
Basic Football Tactics
Application of Campus Happy Running APP in the Reform of University
Physical Education Integration
Data Mining of Educational Service Quality of Professional Degree Masters
Based on Improved Expectation Confirmation Model
Intelligent Development of Urban Housing
Effective Approach to Cultivating Physical Education Teaching Skills of
Preschool Majors in the Context of Big Data
Coordination Game in Online Ride-hailing Market of Smart City
Construction of English Learning Community in the Smart City Environment
Automatic Dispensing Technology of Traditional Chinese Medicine Formula
Granules in Pharmacy under the Background of Artificial Intelligence
Exploration and Practice of Coaching Technology in College Career Guidance
under the Internet + Era
Research on Enterprise Data Governance Based on Knowledge Map
Website Design and Implementation of Xunyang Lion's Head Orange
Vocational Students' Academic Self-efficacy Improvement Based on Generative
PAD Teaching Mode
An Improved K-means Clustering Algorithm Based on Density Selection
Calculation and Analysis of Family Care Burden Coefficient
A Study on the Impact of Formal Social Support on the Mental Health of the
Elderly in Urban and Rural China: Based On the 2015 CHARLS Data
Bi-Apriori-based Association Discovery via Alarm Logs
Research on Perceived Information Model in Product Design under Cloud
Computing
Early warning management of enterprise human resource crisis based on Fuzzy
Data Mining Algorithm of computer
New media creative writing and computer application technology
Short paper session
Application of Automatic Obstacle Avoidance Unmanned Vehicle Based On
Beidou and Inertial Navigation
Application of "Computer Network Teaching Platform+ Flipped Teaching Model"
in Online Education-Taking "Information Technology Teaching Method" as an
Example
Design and implementation of an information service system for scientific
and technological achievements transformation based on spring boot
Design of oral English learning system based on Cloud Computing
The Current Situations of Mobile Assisted Language Learning
Development of Industrial Chain of Internet of Things Based on 5G
Communication Technique
Path Choice of Smart City Construction from the Perspective of Economic
Growth
Computer Audit Quality Control in Big Data Era
MOOC System in the Era of Big Data Improves the Effectiveness of College
Physical Education
Risks and Prevention in the Application of AI
Improvement of Microblog Recommendation System Based On Interaction
Strategies of Agricultural E-Commerce Enterprise
Exploration and Construction of "One Ring, Three Deductions" Innovation and
Entrepreneurship Talent Cultivation Model for Higher Vocational Art Design
Major Based on Information Technology
Research Progress of Neuroimaging techniques in Organizational Behavior
under the Background of Smart City
Recommendation Strategies for Smart Tourism Scenic Spots Based on Smart
City
Control Strategy of Environmental Control System in Power Transmission
MATLAB software in the numerical calculation of Civil Engineering
Low Latency V2X Application of MEC Architecture in Traffic Safety
Cloud Computing Technology for the Network Resource Allocation on the
Research of Application
Talent Evaluation Model of College Students Based on Big Data Technology
Application of Cloud Class in Comprehensive English Teaching in the Context
of Internet Plus
The Application of 3D Printing Technology in Sculpture
The Development Strategy of Current Medical Scientific Research Information
On the Development of the Industry Trend of "Ai + Education"
Research on UAV Control Improvement
Smart sleep mattress based on Internet of things technology
On the application and research of electronic and electrical technology in
power system
Driving the application of bioinformatics under the development of cloud
technology
Computer network information security and protection strategy under the
background of big data
Design and implementation of legal consultation system based on Android
platform
The application of big data development in power engineering cost
Design and Research on the Management of the Electricity System of WebGIS
Application of improved CMAC algorithm in international trade analysis
module construction
Design and research of electroless copper plating in Microelectronics
Application of neural network algorithm in building energy consumption
prediction
Research and design of big data unified analysis platform based on Cloud
Computing
Computer software technology under the background of big data development
Application and Development of Digital Image Processing Technology in
Jewelry Design
Horizontal model of higher education management policy support system based
on Data Mining
Design and implementation of tourism management system based on SSH
Design and Research on big data application of Web convergence media
Design and research of wedding photography business system based on Web
Development of a virtual experiment teaching system based on LabVIEW