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

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.

Includes researches in the field of Machine Learning and Big Data Analytics for IoT Security and Privacy 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 6-8, 2020 Written by experts in the field

Inhalt

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 …