The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy
SPIoT-2020, Volume 1
Paperback Engels 2020 9783030627423Samenvatting
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>The Innovation of UI Design Courses in Higher Vocational Colleges Based on the Internet Perspective</p>
<p>Predicting the Getting-on and Getting-off Points Based on the Trafic Big Data</p>
<p>The Prediction analysis of Passengers Boarding and Alighting Points Based on the Big Data of Urban Traffic</p>
<p>Verifiable Random Number Based on B-Spline Curve</p>
<p>An Improved Particle Swarm Optimization Algorithm Based on DFC&HRS</p>
<p>Application and Practice of ID3 Algorithms in College Students' Education</p>
<p>Construction of Human Knee Joint Mechanics Model and Study on Mechanical Characteristics of Flexion movement based on neural network algorithm</p>
<p>Application of Artificial Intelligence Technology in Physical Fitness Test of College Students</p>
<p>Theoretical Research on College Students' Professional Literacy Design Based on Deep Learning</p>
<p>Artificial Intelligence is the Technical Guarantee of Network Security</p>
<p>Intelligent Question Answering System of Medical Knowledge Map Based on Deep Learning</p>
<p>Construction and Practice of Red Teaching Resources Based on Machine Learning</p>
<p>Reasonable Approach and Development Trend of Artificial Intelligence Sports Development</p>
<p>Returnee Migrant Workers' Entrepreneurship Based on Artificial Intelligence</p>
<p>Improvement of College Teachers' Teaching Ability under the Background of the Development of Artificial Intelligence Platform</p>
<p>Influence Factors of Using Modern Teaching Technology in the Classroom of Junior Middle School Teachers under the Background of Artificial Intelligence——Analysis Based on HLM</p>
<p>Analysis and Design of Personalized Learning System Based on Decision Tree Technology</p>
<p>Deep Learning Classification and Recognition Model Construction of Face Living Image Based on Multi-Feature Fusion</p>
<p>A Prediction Method of Blood Glucose Concentration Based On Nonlinear Auto-Regressive Model</p>
<p>Signal Processing Based On Machine Learning Optical Communication</p>
<p>Refined Management of Installation Engineering Cost based on Artificial Intelligence Technology</p>
<p>Application of Artificial Intelligence Technology in International Trade Finance</p>
<p>An Improved Genetic Algorithm for Vehicle Routing Problem</p>
<p>A Machine-Learning Based Store Layout Strategy in Shopping Mall</p>
<p>Risk Analysis in Online Peer-to-Peer Loaning Based on Machine Learning: A Decision Tree Implementation on PPDai.com</p>
<p>The Application of BP Neural Network in the Opioid Crisis</p>
<p>Design of Personalized Intelligent Learning Assistant System under Artificial Intelligence Background</p>
<p>Application of Artificial Intelligence in Intelligent Decision-making of Human Resource Allocation</p>
<p>Research on Early Warning of Security Risk of Hazardous Chemicals Storage Based on BP-PSO</p>
<p>The Application of Artificial Intelligence and Machine Learning in Financial Stability </p>
<p>Application of alternative routing configuration mechanism based on Genetic Algorithm in power communication network</p>
<p>Safety Situation Assessment of Underwater Nodes based on BP Neural Network</p>
<p>Session 2: Big data analytics for IoT security</p>
<p>The Innovation of College Counsellor's Work Based On Big Data Analysis</p>
<p>Analysis of India's Big Data Industry</p>
<p>The Application of Computer Virtual Technology in Modern Sports Training</p>
<p>The Research on the Development and Utilization of Hospital Archive Information in the Big Data Era</p>
<p>Integration and Optimization of College English Teaching Information Resources in the Context of Big Data</p>
<p>Discussion on the Training of Cross-border E-commerce Application Talents Based on the Internet Era</p>
<p>Level of Technology Innovation Development and Promotion Strategies of High Technology Industry in Hubei Province Based on Smart City</p>
<p>Wisdom Media Era of Big Data in the Application of the Short Video from the Media</p>
<p>Development and Risk of Smart City</p>
<p>Impact of Education with Chinese Feature Reform of Management Courses Based on Big Data Analysis on Employment Quality of College Students</p>
<p>Test on the Combined Application of Nitrogen and Phosphate Fertilizer to Provide Intelligent Fertilization for Silage Maize Yield and Quality</p>
<p>Development and Innovation of Education Management Information in College with Big Data</p>
<p>Data Visualization Association Algorithm Based on Spatio-Temporal Association Big Data</p>
<p>A Proposed Three-dimensional Public Security Prevention and Control System Based on Big-Data</p>
<p>Innovation of Ideological and Political Education Model in the Context of Big Data</p>
<p>Communication Response of Internet Rumor Audiences Based on Big Data Analysis</p>
<p>Design of University Admissions Analysis System Based on Big Data</p>
<p>Big Data on the Influence of SMEs in Export Trade Financing Costs</p>
<p>Big Data and Economics Research</p>
<p>Protection and Value of DaYing Zhuotong Well Based on Big Data</p>
<p>Analysis and Research on Modern Education Technology under "Internet+" and Big Data Technology Environment</p>
<p>Management Innovation of Network Society Based on Big Data</p>
<p>Short Term Load Forecasting Model of Building Power System with Demand Side Response Based on Big Data of Electrical Power</p>
<p>Big Data in Art Design</p>
<p>User Interface Code Automatic Generation Technology Based on Big Data</p>
<p>Cultural Heritage Research Model Based on Big Data</p>
Changes in Enterprise Human Resource Management in the Context of Big Data<p></p>
<p>The Research on Big Data Promoting Innovation and Development of Inclusive Finance</p>
<p>Spatial Econometric Analysis of House Prices in Guangdong Province Based On Big Data</p>
<p>State Grid Yichang Power Supply Company's Young Employee Training Plan Based On "Big Data Profile"</p>
<p>Framework of Smart Regulation System for Large-scale Power Grid Based on Big Data and Artificial Intelligence</p>
<p>"21-st Digital Maritime Silk Road" Based on Big Data and Cloud Computing Technology Facing Opportunities and Challenges--from Digital Trade Perspective</p>
Outdoor Sports Industry Platform Construction Based On Big Data Technology<p></p>
<p>Exploration on the Application of Personalized Teaching System Based on Big Data</p>
<p>A Big-Data Based Study on the Construction of Beforehand Alarming System for Public Health Emergency</p>
<p>Internet of Things Information Construction Combined with Big Data in Cloud Computing Environment</p>
<p>Research on the development and management of electric energy under the background of big data</p>
<p>Secure big data computing based on Trusted Computing and key management</p>
<p>Session 3: Data mining and statistical modelling for the secure IoT</p>
<p>The Research on Student Data Analysis System Based on Data Mining</p>
<p>The Application and Research of Data Mining Technology in Enterprise Service</p>
<p>Influencing Factors of Undergraduates Using App Learning Based on TAM Model -- Taking MOOC App as an Example</p>
<p>Malicious JavaScript Detection Method Based on Multilayer Perceptron</p>
<p>Computational Simulation of Magnetic Field of FC-Mold</p>
<p>Construction of Simulated Seismic Experiment (Experience) Platform</p>
<p>Social E-Commerce and Marketing Strategy Based on Data Analysis</p>
<p>Innovation Research and Practice of Studio Teaching Mode in the Context of Smart City</p>
<p>Effects of Combined Application of Nitrogen and Phosphorus Fertilizers on Photosynthetic Characteristics of Silage Corn, Laying the Foundation of Agricultural Information</p>
<p>Imagination of Virtual Technology Application in Sports Field</p>
<p>Effect of Time Slot Search on DAG Scheduling Strategy in Heterogeneous Clusters</p>
<p>"Internet +" in the Marketing Mode of Electric Power Electricity Value-Added Services to Users</p>
<p>Influencing Factors of Rural Entrepreneurship by University Students in Qiannan under the Background of Informatization</p>
<p>Transformation of Local Government Administrative Management Concept Based on Smart City Construction</p>
<p>Analysis and Simulation of Oxidation Causes during Steam Turbine Oil Use Based on Fenton Oxidation</p>
<p>Optimization of Berth Shore Bridge Allocation Based on Simulated Annealing Algorithm</p>
<p>Information Security Terminal Architecture of Mobile Internet of Things under the Background of Big Data</p>
<p>The Evolution of Network Platform Ecology from the Perspective of We Media</p>
<p>Multimodal and Multidimensional Interactive Teaching Mode of Comprehensive English under the Background of Big Data</p>
<p>Logistics Development under the Background of Internet</p>
<p>Model Analysis of Bowl Buckle High Support Formwork Construction Technology Based on Computer Simulation Technology</p>
<p>Vulnerability Discovery and Security Protection Based on Web Application</p>
<p>Comprehensive Evaluation of Rural Development Level Based on Data Mining</p>
<p>Intelligent Monitoring System of High-voltage Cabling</p>
<p>Strategic Thinking on High-Quality Development of Digital Economy in Yangtze River Delta Region of China in the Era of Big Data</p>
<p>Data Distributed Storage Scheme in Internet of Things Based on Blockchain</p>
Design of unified management platform for power operation and maintenance based on Cloud Computing Technology<p></p>
<p>Research on economic growth based on MCMC principal component regression analysis</p>
<p>Session 4: Data confidentiality and privacy in IoT</p>
<p>The Construction and Implementation of the Security Defense System of University Campus Network</p>
<p>Study on Outlet Height Optimization of Behind-levee Drainage Pumping Stations</p>
<p>Marketing Mode of Wechat Public Account for College Students’ Job Searching -Based on Computer Informationization</p>
<p>Public Credit Information Data Quality Evaluation and Improvement</p>
<p>Reform of Database and Data Warehouse Course based on OBE-CDIO Model</p>
<p>Enhancement of Risk Prevention Ability of Students Funding Subjects in the Age of All Media</p>
<p>Privacy Protection under the Construction of Smart Cities in China —from the Perspectives of Legislation</p>
<p>The Application of Virtual Reality Technology in Environmental Art Design</p>
<p>Application of VR Technology in Teaching Archery</p>
<p>Public Opinion Guidance with New Government Media in the Smart City</p>
<p>Needs Analysis of the AR Application in the Packaging Design of Ya'an Tibetan Tea</p>
<p>Construct Sharing Mechanism of College Students' Physical Health Monitoring Service Based on Geographic Information System</p>
<p>Probability Programming and Control of Moving Agent Based on MC-POMDP</p>
<p>Investigation on Power Marketing Model Based on Hierarchical Management System in a Smart City</p>
<p>Application Research of Virtual Reality Technology</p>
<p>Online Booking Laboratory Management System</p>
<p>University Education Management Based on Internet of Things Technology</p>
<p>The Influencing Mechanism of Richness of UGC on Purchase Intention -- An Empirical Analysis Based on "Content + Transaction" APP Users</p>
<p>Path Planning Algorithm of Mobile Robot Based On IAFSA</p>
<p>Virtual Machine Software in Computer Network Security Teaching</p>
<p>Key Technologies of Virtual Reality Fusion and Interactive Operation for Intelligent Learning in Network Environment</p>
<p>An Approach to Observing China’s Higher Educational Equity: The Application of Multimedia and Database in Liberal Arts Education after Lockdown</p>
<p>Key Technologies of Automobile Assembly Intelligent Transfer Platform Based on Visual Perception</p>
<p>Personnel Management Optimization of University Library Based on Complex Network Theory</p>
<p>Load Optimization Scheme Based on Edge Computing in Internet of Things</p>
<p>Fire detection method based on improved glowworm swarm optimization-based TWSVM</p>
<p>A data privacy protection scheme for underwater network</p>
<p>Optimization of production and operation plan of oil pipeline based on Q Algorithm</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