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Stochastic Intrusion Detection Game-Based Arrangement Using Controlled Markov Chain for Prevention of DoS and DDoS Attacks in Cloud 基于控制马尔可夫链的随机入侵检测博弈安排预防云环境中的DoS和DDoS攻击
Pub Date : 2021-10-01 DOI: 10.4018/jitr.2021100104
Priti Narwal, Deepak Kumar, S. Singh, Peeyush Tewari
DoS (denial of service) assault is the most prevalent assault these days. It imposes a major risk to cybersecurity. At the point when this assault is propelled by numerous conveyed machines on a solitary server machine, it is called as a DDoS (distributed denial of service) assault. Additionally, DoS bypass on DHCP (dynamic host configuration protocol) server assault is a rising and famous assault in a system. The authors have proposed a stochastic intrusion detection game-based arrangement utilizing controlled Markov chain that figures the transition probabilities starting with one state then onto the next in a state transition diagram. At first, the authors have conjectured these assaults, and after that, they proposed a methodology that uses the idea of master and slave IPS (intrusion prevention system). This approach works well when mapped to these estimated assaults and accordingly helps in the recognition and counteractive action of these assaults in a cloud domain.
DoS(拒绝服务)攻击是目前最普遍的攻击。它给网络安全带来了重大风险。当这种攻击由一台单独的服务器机器上的许多传输机器推动时,它被称为DDoS(分布式拒绝服务)攻击。另外,DoS bypass on DHCP(动态主机配置协议)服务器攻击是一种新兴的、著名的系统攻击。作者提出了一种基于随机入侵检测博弈的安排,利用受控马尔可夫链在状态转移图中计算从一个状态到下一个状态的转移概率。首先,作者对这些攻击进行了推测,然后,他们提出了一种使用主从IPS(入侵防御系统)思想的方法。当映射到这些估计的攻击时,这种方法工作得很好,因此有助于识别云域中的这些攻击并采取反作用。
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引用次数: 1
Color Schemes for Training Artists: Didactic Experience Using Digital Tools That Aid in Color Visualization and Comparison 培训艺术家的配色方案:使用有助于颜色可视化和比较的数字工具的教学经验
Pub Date : 2021-10-01 DOI: 10.4018/jitr.2021100106
Carmen González García, Felicidad García-Sánchez, Juan Sebastián González Rodríguez
The aim of the didactics of color is to create a connection, a state of harmony between the observable color and color which is created. This objective unfolds in the teaching methods employed. On one hand, analytical observation must be taught, allowing the gaze to distinguish different shades of color, to organize hierarchically levels of light and darkness and to evaluate subtleties in the saturation of hues. On the other hand, rigorous instruction in color mixing must ensure that the observable color, that is, the desired color, can be approached in an intuitive and precise way. In this article, the authors discuss the difficulties faced teaching color to student artists and how digital tools can be used for training the concept of observation and the analysis of color. These tools allow color schemes to be created. Here the authors discuss how these tools can be applied, based on the experience obtained in introductory painting classes involving students from the University of Salamanca.
色彩教学的目的是在可观察到的颜色和被创造出来的颜色之间创造一种联系,一种和谐的状态。这一目标体现在所采用的教学方法上。一方面,必须教授分析性观察,允许凝视区分不同深浅的颜色,组织光明和黑暗的层次,并评估色彩饱和度的微妙之处。另一方面,严格的配色指导必须确保可观察到的颜色,即期望的颜色,能够以直观和精确的方式接近。在这篇文章中,作者讨论了向学生艺术家教授色彩所面临的困难,以及如何使用数字工具来训练观察和分析色彩的概念。这些工具允许创建配色方案。在这里,作者根据萨拉曼卡大学学生在绘画入门课上获得的经验,讨论了如何应用这些工具。
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引用次数: 0
A Game Theoretic Mechanism for Management of IoT Resources in a Smart City 智慧城市物联网资源管理的博弈论机制
Pub Date : 2021-10-01 DOI: 10.4018/jitr.2021100109
Priya Matta, B. Pant, Sachin Sharma
IoT is emerging in all the dimensions of the physical world, and smart city is one of the most promising among them. This article focuses on the efficient utilisation of resources in an IoT system. IoT resources have been identified and classified in context to a smart city. The number and type of resources may grow dynamically in a smart city, and user's demand may also vary dynamically. Therefore, to maximise the throughput of the system, the resources must be deployed, managed, and used efficiently. This manuscript has identified the concept, role, and composition of the resource manager with respect to an IoT system and presents a game theoretic approach to manage the resources from provider point of view. Using a complete and dynamic use case, including the multiple resources, it illustrates the usability of the proposed approach. The major focus is on the efficient use of IoT resources in a smart city.
物联网正在物理世界的各个维度出现,智慧城市是其中最有前途的一个。本文重点关注物联网系统中资源的有效利用。物联网资源已经在智慧城市的背景下被识别和分类。在智慧城市中,资源的数量和类型是动态增长的,用户的需求也是动态变化的。因此,为了最大限度地提高系统的吞吐量,必须有效地部署、管理和使用资源。本文确定了相对于物联网系统的资源管理器的概念、角色和组成,并从提供商的角度提出了一种博弈论方法来管理资源。使用一个完整的动态用例,包括多个资源,它说明了所建议方法的可用性。重点是在智慧城市中有效利用物联网资源。
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引用次数: 1
Cost Optimization for Dynamic Content Delivery in Cloud-Based Content Delivery Network 基于云的内容交付网络中动态内容交付的成本优化
Pub Date : 2021-10-01 DOI: 10.4018/jitr.2021100102
S. Sajithabanu, S. Balasundaram
Cloud computing is a technology to store, process, and manage the data virtually over remote data centers through the internet. Due to the rapid growth of cloud services, the content distribution network broadly uses them to deliver data all over the globe. Due to the rapid generation of the data, delivering on the network is a challenging problem. As the number of replicas increases, the storage cost will be increased. This is a major issue in cloud-based content delivery networks. To overcome this issue, the authors developed a new model for cloud-based CDN with cost optimization algorithm STLM (storage, traffic, latency, cost minimization) to reduce the number of replicas in order to optimize the cost of storage and cost of content delivery. The authors have compared their proposed STLM algorithm with other existing algorithms. They adopt simulation with YouTube e-learning data retrieval. The proposed algorithm is used to place the contents in an efficient way to the geologically dispersed proxy servers in the cloud to encounter quality of service (QoS) and quality of experience (QoE).
云计算是一种通过互联网在远程数据中心虚拟地存储、处理和管理数据的技术。由于云服务的快速发展,内容分发网络广泛使用它们在全球范围内传递数据。由于数据的快速生成,在网络上传输是一个具有挑战性的问题。随着副本数量的增加,存储成本也会增加。这是基于云的内容交付网络中的一个主要问题。为了克服这个问题,作者开发了一种基于云的CDN的新模型,使用成本优化算法STLM(存储,流量,延迟,成本最小化)来减少副本的数量,以优化存储成本和内容交付成本。作者将他们提出的STLM算法与其他现有算法进行了比较。他们采用YouTube电子学习数据检索模拟。该算法用于将内容以有效的方式放置到云中的地理位置分散的代理服务器上,以满足服务质量(QoS)和体验质量(QoE)的要求。
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引用次数: 1
Semantic Querying of News Articles With Natural Language Questions 带有自然语言问题的新闻文章语义查询
Pub Date : 2021-07-01 DOI: 10.4018/jitr.2021070103
T. Cao, Quang-Minh Nguyen
The heterogeneity and the increasing amount of the news published on the web create challenges in accessing them. In the authors' previous studies, they introduced a semantic web-based sports news aggregation system called BKSport, which manages to generate metadata for every news item. Providing an intuitive and expressive way to retrieve information and exploiting the advantages of semantic search technique is within their consideration. In this paper, they propose a method to transform natural language questions into SPARQL queries, which could be applied to existing semantic data. This method is mainly based on the following tasks: the construction of a semantic model representing a question, detection of ontology vocabularies and knowledge base elements in question, and their mapping to generate a query. Experiments are performed on a set of questions belonging to various categories, and the results show that the proposed method provides high precision.
网络上发布的新闻的异质性和数量的增加给获取新闻带来了挑战。在作者之前的研究中,他们引入了一个基于语义的体育新闻聚合系统BKSport,该系统能够为每个新闻项目生成元数据。提供一种直观和表达的方式来检索信息,并利用语义搜索技术的优势是他们考虑的问题。在本文中,他们提出了一种将自然语言问题转换为SPARQL查询的方法,该方法可以应用于现有的语义数据。该方法主要基于以下任务:构建表示问题的语义模型,检测问题的本体词汇表和知识库元素,并将它们映射到生成查询。对不同类别的问题进行了实验,结果表明该方法具有较高的精度。
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引用次数: 1
Investigation of the Software Code Vulnerabilities' Impact on the Popularity of Open Source Software Projects 软件代码漏洞对开源软件项目普及的影响研究
Pub Date : 2021-07-01 DOI: 10.4018/jitr.2021070104
Madanjit Singh, Munish Saini, Manevpreet Kaur
This paper has statically investigated the source code of open source software (OSS) projects to uncover the presence of vulnerabilities in the code. The conducted research emphasizes that the presence of vulnerabilities has adverse effects on the overall software quality. The authors found the increasing trends in the vulnerabilities as the lines of code (LOC) increases during the software evolution. This signifies the fact that the addition of new features or change requests into the OSS project may cause an increase in vulnerability. Further, the relation between software vulnerabilities and popularity is also examined. This research does not find the existence of any relationship among software vulnerabilities and popularity. This research will provide significant implications to the developers and project managers to better understand the present state of the software.
本文对开源软件(OSS)项目的源代码进行了静态调查,以发现代码中存在的漏洞。所进行的研究强调了漏洞的存在对整体软件质量的不利影响。作者发现,在软件发展过程中,随着代码行数(LOC)的增加,漏洞呈增加趋势。这意味着向OSS项目中添加新特性或更改请求可能会导致漏洞的增加。此外,本文还分析了软件漏洞与流行度之间的关系。本研究未发现软件漏洞与受欢迎程度之间存在任何关系。这项研究将为开发人员和项目经理提供重要的启示,以更好地理解软件的当前状态。
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引用次数: 0
A Novel Intrusion Detection System for Internet of Things Network Security 一种新的物联网网络安全入侵检测系统
Pub Date : 2021-07-01 DOI: 10.4018/jitr.2021070102
Arun Kumar Bediya, Rajendra Kumar
Internet of things (IoT) comprises a developing ecosystem of responsive and interconnected devices, sensors, networks, and software. The internet of things keeps on extending with the number of its different equipment segments for smart cities, healthcare, smart homes, assisted living, smart vehicles, transportation, framework, and many more are the areas where the internet of things benefits human lives. IoT networks are meant to be monitored on real-time events, and if these devices get attacked, it can have an unfavorable effect on the system. This paper discussed many possible attacks at IoT networks and distributed denial of service (DDoS) attack is one of the most dangerous among them. Blockchain technology can be utilized to develop a framework to protect IoT systems; blockchain is a new technology used for cryptocurrency transactions. This paper proposed BIoTIDS an intrusion detection system for the IoT network using blockchain. BIoTIDS is able to detect an intruder in the IoT network and also able to identify DDoS attacks in IoT networks.
物联网(IoT)包括一个由响应性和互联设备、传感器、网络和软件组成的不断发展的生态系统。随着智能城市、医疗保健、智能家居、辅助生活、智能车辆、交通、框架等不同设备领域的物联网不断扩展,物联网造福人类生活的领域越来越多。物联网网络旨在对实时事件进行监控,如果这些设备受到攻击,可能会对系统产生不利影响。本文讨论了物联网网络可能面临的多种攻击,分布式拒绝服务攻击是其中最危险的攻击之一。区块链技术可用于开发保护物联网系统的框架;区块链是一种用于加密货币交易的新技术。提出了一种基于区块链的物联网入侵检测系统BIoTIDS。BIoTIDS能够检测物联网网络中的入侵者,也能够识别物联网网络中的DDoS攻击。
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引用次数: 5
Improving Professional Skills of Music Teachers Through the Use of Distance Learning 利用远程教育提高音乐教师的专业技能
Pub Date : 2021-04-01 DOI: 10.4018/JITR.2021040110
S. Karkina, R. Valeeva, A. I. Starčič
This paper presents some possibilities of distance learning in music teacher education. The research presented two teacher training programs at Kazan Federal University. The distance learning tools allowed to realize some important subject-oriented principles include self-education, self-realization, and creative approach. The result data were collected from tests results and analysis of self-assessment and questionnaires by quantitative and qualitative experimental methods. The results of the level of musical knowledge and creative activity were increased in the second distance learning group, but not in the first traditional group. Based on the experimental research work, the authors concluded that distance learning environment is a perspective way for develop education system. A distance tool allows us to reflect modern society changes where online format became the priority way for getting new competencies including professional skills in music teacher education.
本文提出了远程教育在音乐教师教育中的几种可能性。该研究介绍了喀山联邦大学的两个教师培训项目。远程学习工具可以实现一些重要的学科导向原则,包括自我教育、自我实现和创造性方法。采用定量和定性实验相结合的方法,从测试结果、自评和问卷分析中收集结果数据。第二个远程学习组的音乐知识水平和创造性活动水平有所提高,而第一个传统学习组则没有。在实验研究的基础上,作者认为远程学习环境是发展教育系统的一种有效途径。远程工具使我们能够反映现代社会的变化,在线格式成为获得新能力的优先途径,包括音乐教师教育的专业技能。
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引用次数: 2
Content-Based Medical Image Retrieval Using Delaunay Triangulation Segmentation Technique 基于内容的Delaunay三角分割医学图像检索
Pub Date : 2021-04-01 DOI: 10.4018/JITR.2021040103
Sneha Kugunavar, C. J. Prabhakar
This article presents a novel technique for retrieval of lung images from the collection of medical CT images. The proposed content-based medical image retrieval (CBMIR) technique uses an automated image segmentation technique called Delaunay triangulation (DT) in order to segment lung organ (region of interest) from the original medical image. The proposed method extracts novel and discriminant features from the segmented lung region instead of extracting novel features from the whole original image. For the extraction of shape features, the authors employ edge histogram descriptor (EHD) and geometric moments (GM), and for the extraction of texture features, the authors use gray-level co-occurrence matrix (GLCM) technique. The shape and texture features are combined to form the hybrid feature which is used for retrieval of similar lung images. The proposed method is evaluated using two benchmark datasets of lung CT images. The simulation results prove that the proposed CBMIR framework shows improved performance in terms of retrieval accuracy and retrieval time.
本文提出了一种从医学CT图像集合中检索肺部图像的新技术。提出了一种基于内容的医学图像检索(CBMIR)技术,该技术使用一种称为Delaunay三角剖分(DT)的自动图像分割技术从原始医学图像中分割出肺器官(感兴趣区域)。该方法不需要从整个原始图像中提取新的特征,而是从分割后的肺区域中提取新的特征和判别特征。形状特征提取采用边缘直方图描述子(EHD)和几何矩(GM),纹理特征提取采用灰度共生矩阵(GLCM)技术。将形状特征和纹理特征相结合形成混合特征,用于相似肺图像的检索。使用两个肺CT图像基准数据集对所提出的方法进行了评估。仿真结果表明,所提出的CBMIR框架在检索精度和检索时间方面都有显著提高。
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引用次数: 6
A Literature Review on MOOCs Integrated With Learning Analytics 结合学习分析的mooc文献综述
Pub Date : 2021-04-01 DOI: 10.4018/JITR.2021040104
Zhonggen Yu
Although there have been numerous studies committed to MOOCs integrated with learning analytics, fewer of them have systematically reviewed the related literature. Using clustering techniques, bibliographic network visualization, content analysis, and STARLITE method, this study systematically reviews the literature in terms of learning analytics models, platforms of MOOCs, effect of learning analytics, effect of engagement, self-regulation, motivation, and online interactions, as well as other influencing factors of the effectiveness of MOOCs integrated with learning analytics. It provides constructive suggestions for designers, researchers, learners, and instructors of MOOCs so as to lower down learner dropout rates, increase completion rates, enhance learner engagement, and better learning outcomes. Future research into MOOCs could focus on the improvements on learning analytics because learning analytics could exert an essential influence on the effectiveness of MOOCs.
尽管有很多研究致力于将mooc与学习分析相结合,但很少有研究系统地回顾了相关文献。本研究采用聚类技术、书目网络可视化、内容分析和STARLITE方法,从学习分析模型、mooc平台、学习分析效果、参与效果、自我调节效果、动机效果、在线互动效果以及mooc与学习分析结合效果的其他影响因素等方面系统综述了相关文献。为mooc的设计者、研究者、学习者和讲师提供建设性的建议,以降低学习者的辍学率,提高完成率,增强学习者的参与度,获得更好的学习效果。未来对mooc的研究可以关注学习分析的改进,因为学习分析对mooc的有效性有至关重要的影响。
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引用次数: 5
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J. Inf. Technol. Res.
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