检索结果-南通市图书馆

Hyperparameter Tuned Deep Learning Enabled Intrusion Detection on internet of everything Environment

Computers, Materials & Continua 2022年第12期73卷 6579-6594页

作者： Manar Ahmed Hamza Aisha Hassan Abdalla Hashim Heba G.Mohamed Saud S.Alotaibi Hany Mahgoub Amal S.Mehanna Abdelwahed Motwakel Department of Electrical and Computer Engineering International Islamic University MalaysiaKuala Lumpur53100Malaysia Department of Computer and Self Development Preparatory Year DeanshipPrince Sattam bin Abdulaziz UniversityAlKharjSaudi Arabia Department of Electrical Engineering College of EngineeringPrincess Nourah Bint Abdulrahman UniversityP.O.Box 84428Riyadh11671Saudi Arabia Department of Information Systems College of Computing and Information SystemUmm Al-Qura UniversitySaudi Arabia Department of Computer Science College of Science&Art at MahayilKing Khalid UniversitySaudi Arabia Faculty of Computers and Information Computer Science DepartmentMenoufia UniversityEgypt Department of Digital Media Faculty of Computers and Information TechnologyFuture University in EgyptNew Cairo11845Egypt

internet of everything(IoE),the recent technological advancement,represents an interconnected network of people,processes,data,and *** recent times,IoE gained significant attention among entrepreneurs,individuals,and communities owing to its realization of intense values from the connected *** the other hand,the massive increase in data generation from IoE applications enables the transmission of big data,from contextawaremachines,into useful *** and privacy pose serious challenges in designing IoE environment which can be addressed by developing effective Intrusion Detection Systems(IDS).In this background,the current study develops Intelligent Multiverse Optimization with Deep Learning Enabled Intrusion Detection System(IMVO-DLIDS)for IoT *** presented IMVO-DLIDS model focuses on identification and classification of intrusions in IoT *** proposed IMVO-DLIDS model follows a three-stage *** first,data pre-processing is performed to convert the actual data into useful *** addition,Chaotic Local Search Whale Optimization Algorithm-based Feature Selection(CLSWOA-FS)technique is employed to choose the optimal feature ***,MVO algorithm is exploited with Bidirectional Gated Recurrent Unit(BiGRU)model for ***,the novelty of the work is the application of MVO algorithm in fine-turning the hyperparameters involved in BiGRU *** experimental validation was conducted for the proposed IMVO-DLIDS model on benchmark datasets and the results were assessed under distinct *** extensive comparative study was conducted and the results confirmed the promising outcomes of IMVO-DLIDS approach compared to other approaches.

关键词： internet of everything deep learning feature selection classification intrusion detection cybersecurity

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Advances in the development of power supplies for the internet of everything

引用

InfoMat 2019年第2期1卷 130-139页

作者： Xiayue Fan Xiaorui Liu Wenbin Hu Cheng Zhong Jun Lu Key Laboratory of Advanced Ceramics and Machining Technology(Ministry of Education) School of Materials Science and EngineeringTianjin UniversityTianjinChina Joint School of National University of Singapore and Tianjin University International Campus of Tianjin UniversityBinhai New CityFuzhouChina Tianjin Key Laboratory of Composite and Functional Materials School of Materials Science and EngineeringTianjin UniversityTianjinChina Chemical Sciences and Engineering Division Argonne National LaboratoryLemontIllinois

The internet of everything(IoE),which aims to realize information exchange and communications for anything with the internet,has revolutionized our modern *** as the driving force for devices in the IoE network,power supply systems play a fundamental role in the development of the ***,due to the complexity,multifunctionality and wide-scale deployment of diverse applications,power supply systems face great challenges,including distribution,connection,charging technologies,and *** this review,some challenges and advances in the development of both power supply systems and their units are *** the overall system-level field,establishing sustainable and maintenancefree power supply systems through wireless connections,efficient power management and integrated energy harvesting and storage systems is ***,the main performance metrics of power supply units are discussed,including energy density,service life,and self-power *** addition,some directions of power quality assessment for both the system and unit levels of power supply systems are presented,aiming to provide insight into the future development of high-performance power supply systems for the IoE.

关键词： assessment of power supply systems internet of everything power supply systems power supply units

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Blockchain-Based Decentralized Reputation Management System for internet of everything in 6G-Enabled Cybertwin Architecture

引用

Journal of New Media 2021年第4期3卷 137-150页

作者： Meimin Wang Zhili Zhou Chun Ding Nanjing University of Information Science&Technology Nanjing210044China

internet of everything(IoE)has emerged as a promising paradigm for the purpose of connecting and exchanging data among physical objects and humans over the internet,and it can be widely applied in the fields of industry,transportation,commerce,and ***,the emergence of 6G-enabled cybertwin network architecture provides the technical and theoretical foundation for the realization of IoE ***,the IoE has three open issues in the 6G-enabled cybertwin architecture,i.e.,data authenticity,data storage and node *** address these issues,we propose a blockchain-based decentralized reputation management system(BC-DRMS)for IoE in 6G-enabled Cybertwin *** the proposed BC-DRMS,the traffic data collected from end nodes is stored on the blockchain and the decentralized file system,i.e.,InterPlanetary File System(IPFS),to resist data tampering,and then the data is further processed by the edge clouds and core clouds to provide services to ***,a multi-level reputation evaluation scheme is designed to compute the reputation scores of IoE nodes to prevent malicious node *** experiment results and analysis demonstrate that,compared to the traditional centralized reputation management systems(CRMS),the proposed BC-DRMS cannot only address the issues of data authenticity and storage,but also provides high reliability for IoE in 6G-enabled cybertwin architecture.

关键词： 6G blockchain cybertwin network reputation management system internet of everything

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Wireless Powered IoE for 6G: Massive Access Meets Scalable Cell-Free Massive MIMO

引用

China Communications 2020年第12期17卷 92-109页

作者： Shuaifei Chen Jiayi Zhang Yu Jin Bo Ai School of Electronic and Information Engineering Beijing Jiaotong UniversityBeijing 100044China State Key Laboratory of Rail Traffic Control and Safety Beijing Jiaotong UniversityBeijing 100044China Henan Joint International Research Laboratory of Intelligent Networking and Data Analysis Zhengzhou UniversityZhengzhou 450001China

A key challenge to the scalable deployment of the energy self-sustainability(ESS)internet of everything(IoE)for sixth-generation(6G)networks is juggling massive connectivity and high spectral efficiency(SE).Cell-free massive multiple-input multiple-output(CF mMIMO)is considered as a promising solution,where many wireless access points perform coherent signal processing to jointly serve the ***,massive connectivity and high SE are difficult to obtain at the same time because of the limited pilot *** solve this problem,we propose a new framework for ESS IoE networks where the user activity detection(UAD)and channel estimation are decoupled.A UAD detector based on deep convolutional neural networks,an initial access scheme,and a scalable power control policy are proposed to enable the practical scalable CF mMIMO *** derive novel and exact closed-form expressions of harvested energy and SE with maximum ratio(MR)*** local partial minimum mean-square error and MR combining,simulation results prove that the proposed framework can serve more users,improve the SE performance,and achieve better user fairness for the considered ESS IoE networks.

关键词： 6G network cell-free massive MIMO energy self-sustainability internet of everything

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

计算社会科学促进社会科学研究转型

引用

科学技术哲学 2019年第11期

作者：孟小峰张祎

作为一门典型的交叉学科，计算社会科学是连接自然科学和社会科学的桥梁，其充分利用现有信息技术对社会以及相关现象展开研究。当技术模式进入后大数据时代，当万物互联技术涌现，当中国社会呈现城市化、国际化、工业化、市场化和扁平... 详细信息

作为一门典型的交叉学科，计算社会科学是连接自然科学和社会科学的桥梁，其充分利用现有信息技术对社会以及相关现象展开研究。当技术模式进入后大数据时代，当万物互联技术涌现，当中国社会呈现城市化、国际化、工业化、市场化和扁平化等发展趋势，传统的计算社会科学只有进行变革才能与时俱进，因而出现了新的发展趋势。从大数据时代迈向后大数据时代，计算社会科学迎来了新的发展机遇，也面临新的挑战，主要表现在大数据融合、大数据治理、大数据隐私、数据透明和人机悖论等方面。要充分结合时代背景，将上述挑战转换为机遇，从而真正完成计算社会科学变革，就必须实现科学研究范式转移。在“技术推动社会发展，社会丰富技术内涵”的相辅相成机制中，以社会学家为代表的学者将可能提出根植于社会科学的第五研究范式。

关键词：计算社会科学后大数据时代万物互联科学研究范式转移第五科学研究范式 Computational Social Science Post Big Data Era internet of everything Scientific Research Paradigm Shift The Fifth Research Paradigm

来源：人大复印报刊资料评论

在线全文

人大复印报刊资料

学校读者我要写书评

暂无评论

计算社会科学促进社会科学研究转型

引用

社会科学总论 2019年第4期

作者：孟小峰张祎

来源：人大复印报刊资料评论

在线全文

人大复印报刊资料

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

在线全文

在线全文

在线全文

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：