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E-raamat: 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy: SPIoT-2020, Volume 2

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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.
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 AgeCase 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 TimesA 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