The 2020 International Conference on Machine Learning and Big Data Analytics for Iot Security and Privacy: Spiot-2020, Volume 2

ISBN-13: 9783030627454 / Angielski / Miękka / 2020 / 863 str.

John Macintyre; Jinghua Zhao; Xiaomeng Ma

Spis treści

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

Blurb

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.