The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
SPIoT-2020, Volume 2
Paperback Engels 2020 9783030627454Samenvatting
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.
Specificaties
Lezersrecensies
Inhoudsopgave
<p>Design of a Force Balance Geophone Utilizing Bandwidth Extension and Data Acquisition Interface</p>
<p>Application of 3ds Max Technology in Archaeology</p>
<p>The Application of Virtual Reality Technology in ESP Teaching</p>
<p>Application of Simulation Method Based on Computer Bionic Design</p>
<p>The Implementation and Application of Computer Simulation Technology in PE Teaching</p>
<p>Construction of College Communities in the New Media Based on Network Environment</p>
<p>Political and Ideological Personnel Management Mode Based on Computer Network</p>
<p>Analysis of Mapping Knowledge Domain on Health and Wellness Tourism in the Perspective of Cite Space</p>
<p>Application of Smart Retail Mode in Suning.Com</p>
<p>Construction and Development of High-tech Smart City</p>
<p>Design and Implementation of Self-Service Tourism Management Information System Based on B/S Architecture</p>
<p>Chinese Culture Penetration in Teaching Chinese as a Foreign Language in the Era of Mobile Internet</p>
<p>Application and Outlook of Digital Media Technology in Smart Tourism</p>
<p>Accounting Informationization in Computer Network Environment</p>
<p>Mobile Phone GPS and Sensor Technology in College Students' Extracurricular Exercises</p>
<p>Design of Networking Network Model Based on Network Function Virtualization Technology</p>
<p>Intelligent Media Technology Empowered Brand Communication of Chinese Intangible Cultural Heritage</p>
<p>Construction Strategy of Smart English Teaching Platform from the Perspective of "Internet + Education"</p>
<p>Online Writing Effectiveness under the Blended Teaching Mode of Moscotech APP</p>
<p>A Narrative Environment Model for the Sustainability of Intangible Cultural Heritage under the 5G Era</p>
<p>Application Study of VPN on the Network of Hydropower Plant</p>
<p>Prediction of Technology Trend of Educational Robot Industry Based On Patent Map Analysis</p>
<p>Coal Handling System of Power Plant Based On PLC</p>
<p>Discussion on the Construction of Wireless Campus Network Based On SDN Architecture</p>
<p>Applicational Status Analysis of Artificial Intelligence Technology in Middle School Education and Teaching</p>
<p>Virtual Enterprise Partner Selection by Improved Analytic Hierarchy Process with Entropy Weight and Range Method</p>
<p>Research and implementation of Intelligent Tourism Guide System Based on cloud computing platform</p>
<p>Analysis of financial needs of new agricultural operators based on K-means clustering algorithm</p>
<p>Research on the application of virtual network technology in computer network security</p>
<p>Application of Bionics in Underwater Acoustic Covert Communication</p>
<p>Energy-saving and efficient underwater wireless sensor network security data aggregation model</p>
<p>False Data Filtering in Underwater Wireless Sensor Networks</p>
<p>Research on Underwater Bionic Covert Communication</p>
<p>Session 6: Authentication and access control for data usage in IoT</p>
<p>The Application of Virtual Reality Technology in Architectural Design</p>
<p>Computer-assisted Teaching and Cultivate Students' Innovative Thinking Ability</p>
<p>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</p>
<p>Financing Efficiency of SMEs in New Third Board Market in the Information Times</p>
<p>Application of Virtual Instrument Technology in Electronic Course Teaching</p>
<p>A Solution for Internet of Things based on Blockchain and Edge Computer</p>
<p>Discovery and Advice of Free Charging of Electronic Devices</p>
<p>Design and Implementation of Tourism Information Management System Based on .NET</p>
<p>A Computer Model for Decision of Equipment Maintenance Spare Parts Reserve</p>
<p>Risk Level Determination of Science and Technology Service Supply Chain with PA-BP Integrated Model</p>
<p>Evaluation of the New Engineering Course System for Cyberspace Security</p>
<p>Exploration on Teaching Reform of Architectural Design Courses from the Perspective of MOOCs</p>
<p>Large-scale Farmland Management on Improving Production Efficiency under the Background of Smart Agriculture-Based on panel quantile regression</p>
<p>Impact of Alliance Fitness on Smart Phone Brand Alliance Based on Intelligent Application</p>
<p>Effective Control Method of the Whole Process Project Cost Based on BIM</p>
<p>Research and Design of FPGA Embedded System</p>
<p>Multi-source Heterogeneous and XBOOST Vehicle Sales Forecasting Model</p>
<p>The Lorentz Component Algorithm for Calculating the Center of the Circular Motion of Charged Particles</p>
<p>Controller Design Based On LQR for Rotational Inverted Pendulum</p>
<p>Three-Dimensional Scenic Spot Roaming System Based on Virtual Reality Technology</p>
<p>Research and Development of Simulation System for Industrial Robot Stamping Automation Production Line Based on Virtual Reality</p>
<p>Architectural Roaming Animation Based on VR Technology</p>
<p>The Measurement Method of Housing Affordability</p>
<p>Smart home security based on the Internet of Things</p>
<p>CS-based homomorphism encryption and trust scheme for underwater acoustic sensor networks</p>
<p>3D animation scene plane design based on Virtual Reality Technology</p>
<p> Design of VR Computer Network and Maintenance Experiment System </p>
<p>The quantum state engineering by Adiabatic Decoherence-Free Subspace </p>
<p>Design and Implementation of Training System for Broadcast Hosts P2P Network Video Live </p>
<p>Application Research of enterprise production logistics system based on computer simulation technology </p>
<p>Atomic Decay-based Clustering for Operation Log</p>
<p>Hybrid Mac Protocol Based On Security In Clustering Topology</p>
<p>Session 7: Experiments, test-beds and prototyping systems for IoT security</p>
<p>The Transformation and Remodeling of Literary Education Concept under Mobile Internet Era</p>
<p>Teaching Design Based On Network Red Blue Confrontation</p>
<p>Construction and Implementation of the "Pyramid" Online Learning Platform for Experimental Teaching</p>
<p>The Research on the Strategy of College English Teaching Mode Based on Mobile Terminal under the Background of Internet+</p>
<p>The Research on College Physical Education Innovation Based on Internet and New Media</p>
<p>The Development Strategy of College English Education under the Language Education Planning in the Age of Artificial Intelligence</p>
<p>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</p>
<p>Investigation on the Growth Mechanism of Small and Medium-Sized Agricultural Leading Enterprises from the Perspective of Intelligent Agricultural Niche Theory</p>
<p>The Optimization and Construction of College English Teaching by Information Technology</p>
<p>The Application of Computer Technology in Chinese Teaching for Foreign Students from the Perspective of Internet</p>
<p>The Application of Computer "Virtual Simulation" Experimental Teaching in Basic Football Tactics</p>
<p>Application of Campus Happy Running APP in the Reform of University Physical Education Integration</p>
<p>Data Mining of Educational Service Quality of Professional Degree Masters Based on Improved Expectation Confirmation Model</p>
<p>Intelligent Development of Urban Housing</p>
<p>Effective Approach to Cultivating Physical Education Teaching Skills of Preschool Majors in the Context of Big Data</p>
<p>Coordination Game in Online Ride-hailing Market of Smart City</p>
<p>Construction of English Learning Community in the Smart City Environment</p>
Automatic Dispensing Technology of Traditional Chinese Medicine Formula Granules in Pharmacy under the Background of Artificial Intelligence<p></p>
<p>Exploration and Practice of Coaching Technology in College Career Guidance under the Internet + Era</p>
<p>Research on Enterprise Data Governance Based on Knowledge Map</p>
<p>Website Design and Implementation of Xunyang Lion's Head Orange</p>
<p>Vocational Students' Academic Self-efficacy Improvement Based on Generative PAD Teaching Mode</p>
<p>An Improved K-means Clustering Algorithm Based on Density Selection</p>
<p>Calculation and Analysis of Family Care Burden Coefficient</p>
<p>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</p>
<p>Bi-Apriori-based Association Discovery via Alarm Logs</p>
<p> Research on Perceived Information Model in Product Design under Cloud Computing </p>
<p>Early warning management of enterprise human resource crisis based on Fuzzy Data Mining Algorithm of computer</p>
<p>New media creative writing and computer application technology</p>
<p>Short paper session</p>
Application of Automatic Obstacle Avoidance Unmanned Vehicle Based On Beidou and Inertial Navigation<p></p>
<p>Application of “Computer Network Teaching Platform+ Flipped Teaching Model” in Online Education-Taking “Information Technology Teaching Method” as an Example</p>
<p>Design and implementation of an information service system for scientific and technological achievements transformation based on spring boot</p>
<p>Design of oral English learning system based on Cloud Computing</p>
<p>The Current Situations of Mobile Assisted Language Learning</p>
<p>Development of Industrial Chain of Internet of Things Based on 5G Communication Technique</p>
Path Choice of Smart City Construction from the Perspective of Economic Growth<p></p>
<p>Computer Audit Quality Control in Big Data Era</p>
<p>MOOC System in the Era of Big Data Improves the Effectiveness of College Physical Education</p>
<p>Risks and Prevention in the Application of AI</p>
<p>Improvement of Microblog Recommendation System Based On Interaction Strategies of Agricultural E-Commerce Enterprise</p>
<p>Exploration and Construction of "One Ring, Three Deductions" Innovation and Entrepreneurship Talent Cultivation Model for Higher Vocational Art Design Major Based on Information Technology</p>
<p>Research Progress of Neuroimaging techniques in Organizational Behavior under the Background of Smart City</p>
<p>Recommendation Strategies for Smart Tourism Scenic Spots Based on Smart City</p>
<p>Control Strategy of Environmental Control System in Power Transmission</p>
<p>MATLAB software in the numerical calculation of Civil Engineering</p>
<p>Low Latency V2X Application of MEC Architecture in Traffic Safety</p>
<p>Cloud Computing Technology for the Network Resource Allocation on the Research of Application</p>
<p>Talent Evaluation Model of College Students Based on Big Data Technology</p>
<p>Application of Cloud Class in Comprehensive English Teaching in the Context of Internet Plus</p>
<p>The Application of 3D Printing Technology in Sculpture</p>
<p>The Development Strategy of Current Medical Scientific Research Information</p>
<p>On the Development of the Industry Trend of "Ai + Education"</p>
<p>Research on UAV Control Improvement</p>
<p>Smart sleep mattress based on Internet of things technology</p>
<p> On the application and research of electronic and electrical technology in power system</p>
<p>Driving the application of bioinformatics under the development of cloud technology </p>
<p>Computer network information security and protection strategy under the background of big data </p>
<p>Design and implementation of legal consultation system based on Android platform </p>
<p>The application of big data development in power engineering cost </p>
<p> Design and Research on the Management of the Electricity System of WebGIS</p>
<p>Application of improved CMAC algorithm in international trade analysis module construction </p>
<p>Design and research of electroless copper plating in Microelectronics</p>
<p>Application of neural network algorithm in building energy consumption prediction</p>
<p>Research and design of big data unified analysis platform based on Cloud Computing</p>
<p>Computer software technology under the background of big data development</p>
<p>Application and Development of Digital Image Processing Technology in Jewelry Design</p>
<p>Horizontal model of higher education management policy support system based on Data Mining</p>
<p>Design and implementation of tourism management system based on SSH</p>
<p>Design and Research on big data application of Web convergence media</p>
<p>Design and research of wedding photography business system based on Web</p>
<p>Development of a virtual experiment teaching system based on LabVIEW</p>
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan