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基于BERT和GRU的Web攻击检测模型研究
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作者 谭攀 王海珍 成雨玫 《齐齐哈尔大学学报(自然科学版)》 2026年第1期30-37,共8页
目前Web攻击日益频繁和复杂,现有入侵检测系统的检测准确率、实时性需要进一步改进。为此,提出一种基于BERT和GRU的Web攻击检测模型BERT_GRU。通过Web攻击检测脚本Scalp进行攻击类型标注,利用预训练的BERT模型对HTTP请求中的文本数据进... 目前Web攻击日益频繁和复杂,现有入侵检测系统的检测准确率、实时性需要进一步改进。为此,提出一种基于BERT和GRU的Web攻击检测模型BERT_GRU。通过Web攻击检测脚本Scalp进行攻击类型标注,利用预训练的BERT模型对HTTP请求中的文本数据进行上下文语义编码、全连接层处理,将获得的数据与原始文本数据拼接,输入GRU网络提取序列特征,输出通过Softmax计算,最终实现多分类。在CSIC 2010数据集和FWAF数据集上的实验结果表明,BERT_GRU模型在准确率、召回率、F1值等评价指标以及训练时间方面均优于对比模型。 展开更多
关键词 web攻击检测 BERT模型 GRU
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基于Browser/Web结构的工业信息监视系统 被引量:3
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作者 庞彦斌 张景安 《仪器仪表学报》 EI CAS CSCD 北大核心 2001年第z2期489-,共2页
Browser/Web结构是新的计算机网络技术 ,将其应用于工业现场信息监视 。
关键词 browser/web 工业信息监视 服务器
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Configuration knowledge modeling of customizable products based on semantic web technologies 被引量:1
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作者 叶艳 杨东 江志斌 《Journal of Southeast University(English Edition)》 EI CAS 2006年第3期418-422,共5页
In order to solve the problem of modeling product configuration knowledge at the semantic level to successfully implement the mass customization strategy, an approach of ontology-based configuration knowledge modeling... In order to solve the problem of modeling product configuration knowledge at the semantic level to successfully implement the mass customization strategy, an approach of ontology-based configuration knowledge modeling, combining semantic web technologies, was proposed. A general configuration ontology was developed to provide a common concept structure for modeling configuration knowledge and rules of specific product domains. The OWL web ontology language and semantic web rule language (SWRL) were used to formally represent the configuration ontology, domain configuration knowledge and rules to enhance the consistency, maintainability and reusability of all the configuration knowledge. The configuration knowledge modeling of a customizable personal computer family shows that the approach can provide explicit, computerunderstandable knowledge semantics for specific product configuration domains and can efficiently support automatic configuration tasks of complex products. 展开更多
关键词 knowledge modeling semantic web technology product configuration mass customization
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基于Browser/WebServer模式的电子表单系统 被引量:3
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作者 徐鹏 王克宏 《计算机科学》 CSCD 北大核心 2001年第1期106-110,共5页
一引言 90年代初,一种新型的计算机网络应用技术--电子数据交换EDI(Electronic Data Interchange)以其特有的简洁、高效、安全和迅捷特性引起世界各国的高度重视,被认为是提高工作效率、服务质量和企业竞争能力的强有力的手段[1].EDI旨... 一引言 90年代初,一种新型的计算机网络应用技术--电子数据交换EDI(Electronic Data Interchange)以其特有的简洁、高效、安全和迅捷特性引起世界各国的高度重视,被认为是提高工作效率、服务质量和企业竞争能力的强有力的手段[1].EDI旨在实现表单传送的电子化,所以有人称EDI为无纸化贸易.使用电子表单的同时仍然需要纸张表单辅助,只是纸张表单从先前的主要或唯一的地位,下降到次要和辅助的地位.也就是说,EDI最重要的意义不在于节约纸张,而在于其快速、避免重复劳动、提高效率、节约成本等方面,因此EDI技术的实质是强调快速传输(比如从邮寄的几天变成几分钟甚至实时)、节约劳动(不必反复打印和录入表单),从而提高效率和节约成本. 展开更多
关键词 电子表单系统 浏览器 webSERVER 电子商务
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Web browser控件在GIS查询分析显示中的应用研究
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作者 潘志超 江南 +1 位作者 李响 冯涛 《测绘科学》 CSCD 北大核心 2010年第2期153-154,149,共3页
针对传统的GIS查询分析结果的显示方法存在的不足,本文提出了利用Web browser控件技术以Web页面形式显示的方法。介绍了基于Web browser的GIS查询分析结果的显示中应用的原理和方法步骤,深入剖析了其功能实现过程中遇到的问题和解决的... 针对传统的GIS查询分析结果的显示方法存在的不足,本文提出了利用Web browser控件技术以Web页面形式显示的方法。介绍了基于Web browser的GIS查询分析结果的显示中应用的原理和方法步骤,深入剖析了其功能实现过程中遇到的问题和解决的关键技术,并通过实例进行了验证。 展开更多
关键词 web browser控件 GIS查询分析 web页面
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Typed formal model for WS-CDL specification of web services composition
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作者 辜希武 李瑞轩 卢正鼎 《Journal of Southeast University(English Edition)》 EI CAS 2008年第3期300-307,共8页
In order to formally reason and verify web services composition described by web services choreography specification WS-CDL,a typed formal model named typed Abstract WS-CDL(web services choreography description langu... In order to formally reason and verify web services composition described by web services choreography specification WS-CDL,a typed formal model named typed Abstract WS-CDL(web services choreography description language)for WS-CDL specifications is proposed.In typed Abstract WS-CDL,the syntax of type and session,typing rules and operational semantics are formalized;the collaborations of web services are formally described by sessions;the operational semantics of a session can help to formally reason the execution of the choreography;the typing rules can help to formally check the data type consistency of exchanged information between web services and capture run-time errors due to type mismatches.Particularly,the concepts of type assumption set extension and type assumption set compatibility are proposed,and the merging algorithm of type assumption sets is defined so as to eliminate type assumption conflict.Based on the formal model,typed mapping rules for mapping web services choreography to orchestration is also defined.With the typed mapping rules,orchestration stubs and their type assumption sets can be generated from a given choreography; thus, web services composition can be verified at choreography and orchestration levels,respectively.The model is proved to have properties of type safety,and how the model can help to reason and verify web services composition is illustrated through a case study. 展开更多
关键词 typed model web services composition web services choreography description language
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Knowledge presentation model for QnA web forums
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作者 于士涛 袁晓洁 师建兴 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期369-372,共4页
For an extract description of threads information in question and answer (QnA) web forums, it is proposed to construct a QnA knowledge presentation model in the English language, and then an entire solution for the ... For an extract description of threads information in question and answer (QnA) web forums, it is proposed to construct a QnA knowledge presentation model in the English language, and then an entire solution for the QnA knowledge system is presented, including data gathering, platform building and applications design. With pre-defined dictionary and grammatical analysis, the model draws semantic information, grammatical information and knowledge confidence into IR methods, in the form of statement sets and term sets with semantic links. Theoretical analysis shows that the statement model can provide an exact presentation for QnA knowledge, breaking through any limits from original QnA patterns and being adaptable to various query demands; the semantic links between terms can assist the statement model, in terms of deducing new from existing knowledge. The model makes use of both information retrieval (IR) and natural language processing (NLP) features, strengthening the knowledge presentation ability. Many knowledge-based applications built upon this model can be improved, providing better performance. 展开更多
关键词 QnA web forum knowledge presentation semantic link statement model knowledge confidence
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基于XML技术的Web Browser仿真器
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作者 杨波 王乘 《微机发展》 2004年第3期25-28,共4页
WebBrowser仿真器对browser的大部分重要功能进行仿真,与Webserver交互,并务求与browser有同样的响应。文章介绍了WebBrowser仿真器的设计与实现,通过使用XML技术,模拟Web服务器高负荷状态,以达到自动测试系统性能,获取测试所需结果数... WebBrowser仿真器对browser的大部分重要功能进行仿真,与Webserver交互,并务求与browser有同样的响应。文章介绍了WebBrowser仿真器的设计与实现,通过使用XML技术,模拟Web服务器高负荷状态,以达到自动测试系统性能,获取测试所需结果数据的目的。该系统在Webserver软件开发测试阶段能方便快速模拟多个浏览器发出的请求或响应,并能有效进行高负荷跟踪测试。 展开更多
关键词 软件开发 XML web browser仿真器 网络服务器 仿真系统
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基于Browser/Web结构的工业信息监视系统
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作者 张景安 庞彦斌 《科技情报开发与经济》 2001年第2期41-42,共2页
Browser/Web结构是新的计算机网络技术 ,将其应用于工业现场信息监视 。
关键词 browser/web 工业信息监视系统 服务器 计算机网络
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基于XML的开放式Browser/Repository的WEB架构
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作者 张哲 《绍兴文理学院学报(自然科学版)》 2002年第3期46-51,共6页
鉴于目前浏览器不能同时支持多种标注语言的缺陷,提出了一种基于XML的开放式Browser和Repository的四层Web体系,并做了较系统的论述。
关键词 XML 开放式browser/Repository web架构 HTML 浏览器 XML REPOSITORY 逻辑结构 标注语言 web服务器
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Web Browser/Server方式的GPS车辆管理系统的设计与实现 被引量:5
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作者 柳开洋 韩道范 马爱民 《计算机工程与应用》 CSCD 北大核心 2001年第4期127-129,共3页
文章介绍了在GSM移动通信网上实现的GPS车辆监控调度系统,用MapInfo公司最近推出的基于Internet/In-tranet的地图应用服务器——MapXtreme实现Web Browser/Server方式的系... 文章介绍了在GSM移动通信网上实现的GPS车辆监控调度系统,用MapInfo公司最近推出的基于Internet/In-tranet的地图应用服务器——MapXtreme实现Web Browser/Server方式的系统运行机制,初步提出了当今比较新颖的Web GIS思想及实际解决方案。 展开更多
关键词 车辆管理系统 web 浏览器/服务器 GPS 移动通信网
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Visual Basic与Web结合开发Client-Browser/Server应用程序 被引量:1
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作者 尹民 刘云超 《上海大学学报(自然科学版)》 CAS CSCD 1999年第S1期84-88,共5页
本文介绍了一种新的软件设计方式,将Web、DHTML与Visual Basic结合在一起,利用各自的长处开发Client/Server和Browser/Server相结合的应用软件,避免了应用软件在两种结构(C/S和B/S)下,对相同的功能进行重复地开发,从而缩短了软件的开发... 本文介绍了一种新的软件设计方式,将Web、DHTML与Visual Basic结合在一起,利用各自的长处开发Client/Server和Browser/Server相结合的应用软件,避免了应用软件在两种结构(C/S和B/S)下,对相同的功能进行重复地开发,从而缩短了软件的开发周期.同时给出了由本人摸索总结出的Web、DHTML与Visual Basic结合的具体实现方法. 展开更多
关键词 CLIENT/SERVER browser/SERVER web技术 DHTML VISUALBASIC
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Testing and Evaluation for Web Usability Based on Extended Markov Chain Model 被引量:2
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作者 MAOCheng-ying LUYan-sheng 《Wuhan University Journal of Natural Sciences》 EI CAS 2004年第5期687-693,共7页
As the increasing popularity and complexity of Web applications and the emergence of their new characteristics, the testing and maintenance of large, complex Web applications are becoming more complex and difficult. W... As the increasing popularity and complexity of Web applications and the emergence of their new characteristics, the testing and maintenance of large, complex Web applications are becoming more complex and difficult. Web applications generally contain lots of pages and are used by enormous users. Statistical testing is an effective way of ensuring their quality. Web usage can be accurately described by Markov chain which has been proved to be an ideal model for software statistical testing. The results of unit testing can be utilized in the latter stages, which is an important strategy for bottom-to-top integration testing, and the other improvement of extended Markov chain model (EMM) is to present the error type vector which is treated as a part of page node. this paper also proposes the algorithm for generating test cases of usage paths. Finally, optional usage reliability evaluation methods and an incremental usability regression testing model for testing and evaluation are presented. Key words statistical testing - evaluation for Web usability - extended Markov chain model (EMM) - Web log mining - reliability evaluation CLC number TP311. 5 Foundation item: Supported by the National Defence Research Project (No. 41315. 9. 2) and National Science and Technology Plan (2001BA102A04-02-03)Biography: MAO Cheng-ying (1978-), male, Ph.D. candidate, research direction: software testing. Research direction: advanced database system, software testing, component technology and data mining. 展开更多
关键词 statistical testing evaluation for web usability extended Markov chain model (EMM) web log mining reliability evaluation
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Model Checking-Based Testing of Web Applications 被引量:2
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作者 ZENG Hongwei MIAO Huaikou 《Wuhan University Journal of Natural Sciences》 CAS 2007年第5期922-926,共5页
A formal model representing the navigation behavior of a Web application as the Kripke structure is proposed and an approach that applies model checking to test case generation is presented. The Object Relation Diagra... A formal model representing the navigation behavior of a Web application as the Kripke structure is proposed and an approach that applies model checking to test case generation is presented. The Object Relation Diagram as the object model is employed to describe the object structure of a Web application design and can be translated into the behavior model. A key problem of model checking-based test generation for a Web application is how to construct a set of trap properties that intend to cause the violations of model checking against the behavior model and output of counterexamples used to construct the test sequences. We give an algorithm that derives trap properties from the object model with respect to node and edge coverage criteria. 展开更多
关键词 web application test generation model checking consistency relation
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A colored Petri net-based model for web service composition 被引量:1
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作者 张昭理 洪帆 肖海军 《Journal of Shanghai University(English Edition)》 CAS 2008年第4期323-329,共7页
In this paper, a model based colored Petri net (CPN) to provide semantic support for web service composition is proposed, and the reliability and maintainability of composite services are improved. The composite con... In this paper, a model based colored Petri net (CPN) to provide semantic support for web service composition is proposed, and the reliability and maintainability of composite services are improved. The composite constructs in the model are sequence, concurrent, choice, loop and replace. The web service is formally defined by a CPN. A closed composing algebra is defined to obtain a framework which enables declarative composition of web services. Availability, confidentiality, and integrity of composite service are analyzed within the framework of the model based CPN. 展开更多
关键词 web service colored Petri net (CPN) web service composition model
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Analysis and Simulink Modeling of the Performance of Dynamic Web Server Using JSP and PHP 被引量:2
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作者 Fontaine Rafamantanantsoa Paulson Ravomampiandra 《Communications and Network》 2018年第4期196-210,共15页
In recent years, web technology carried on growing and at same time, the number of internet users increased significantly in number. Today, a Web server is capable of processing millions of requests per day, but durin... In recent years, web technology carried on growing and at same time, the number of internet users increased significantly in number. Today, a Web server is capable of processing millions of requests per day, but during the peak period may collapse and becomes critical causing unavailability of the services offered by the servers. That is why Web server performance is a topic of great interest to many researchers. In this paper, we evaluate experimentally the impact of JSP and PHP dynamic content technology: JSP and PHP with access to a database of performance data of Apache Web server. Using the “ApacheBench” performance measurement tool, the approach is to compare the performances of four different configurations of a Web server, such as: Apache Web server implementing JSP technology with access to PostgreSQL database, Apache using PHP technology with the PostgreSQL as database, Apache Web server using the JSP technology with access to MySQL database, finally Apache and PHP with DBMS MySQL. At the end of this article, we also present a Simulink model of Web server performance based on the simple M/M/1 queue. During the modeling, the MATLAB software was used. 展开更多
关键词 ANALYSIS QUEUE JSP model Performances Evaluation PHP web Server SIMULINK
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A Novel Lifecycle Model for Web-based Application Development in Small and Medium Enterprises 被引量:1
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作者 Wei Huang Ru Li +3 位作者 Carsten Maple Hong-Ji Yang David Foskett Vince Cleaver 《International Journal of Automation and computing》 EI 2010年第3期389-398,共10页
Software engineering's lifecycle models havc proven to be very important for traditional software development. However, can these models be applied to the development of Web-based applications as well? In recent yea... Software engineering's lifecycle models havc proven to be very important for traditional software development. However, can these models be applied to the development of Web-based applications as well? In recent years, Web-based applications have become more and more complicated and a lot of efforts have been placed on introducing new technologies such as J2EE, PhP, and .NET, etc., which have been universally accepted as the development technologies for Web-based applications. However, there is no universally accepted process model for the development of Web-based applications. Moreover, shaping the process model for small medium-sized enterprises (SMEs), which have limited resources, has been relatively neglected. Based on our previous work, this paper presents an expanded lifecycle process model for the development of Web-based applications in SMEs. It consists of three sets of processes, i.e., requirement processes, development processes, and evolution processes. Particularly, the post-delivery evolution processes are important to SMEs to develop and maintain quality web applications with limited resources and time. 展开更多
关键词 web development of web-based applications lifecycle models small medium-sized enterprises (SMEs).
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Web Service Description and Discovery Based on Semantic Model 被引量:1
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作者 YANG Xuemei XU Lizhen +1 位作者 DONG Yisheng WANG Yongli 《Wuhan University Journal of Natural Sciences》 CAS 2006年第5期1306-1310,共5页
A novel semantic model of Web service descrip tion and discovery was proposed through an extension for profile model of Web ontology language for services (OWL-S) in this paper. Similarity matching of Web services w... A novel semantic model of Web service descrip tion and discovery was proposed through an extension for profile model of Web ontology language for services (OWL-S) in this paper. Similarity matching of Web services was implemented through computing weighted summation of semantic similarity value based on specific domain ontology and dynamical satisfy extent evaluation for quality of service (QoS). Experiments show that the provided semantic matching model is efficient. 展开更多
关键词 web service service description service discovery semantic model quality of service(QoS)
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Enhancing Sustainable Development through Web Based 3D Smart City Model Using GIS and BIM. Case Study: Sheikh Hamad City 被引量:2
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作者 Maher A. El-Hallaq Abdelkhalek I. Alastal Raed A. Salha 《Journal of Geographic Information System》 2019年第3期321-330,共10页
Smart sustainable city is that uses the technology to transform their core systems and optimize the exploitation of limited resources;it is a knowledge-based system that provides real-time insights to stakeholders. As... Smart sustainable city is that uses the technology to transform their core systems and optimize the exploitation of limited resources;it is a knowledge-based system that provides real-time insights to stakeholders. As a result of the challenges facing the cities of the Gaza Strip regarding population growth, lack of resources, increased demand for materials, the siege imposed on the Gaza Strip for more than twelve years, the smart city approach can contribute to mitigating these challenges and creating opportunities and solutions for many of these problems. Thus, this study aims to promote sustainable urban development through the adoption of smart city approaches using the city’s 3D representation and analysis capabilities to reflect and define the current situation and formulate a future vision using GIS and Building Information Modeling (BIM) considering Sheikh Hamad city as a case study. This involves developing a GIS web-based 3D model of the urban landscape of the city and creating a geometric descriptive database that includes the various elements of the city such as buildings, services and other facilities. The constructed database is to be automatically updated and can be used to facilitate documentation, transparency and help in decision-making process. The 3D smart city can also benefit stakeholders, government officials, private sectors as well as the city citizens. Therefore, urban services will be more efficient, and the cities of the Gaza Strip will be able to achieve sustainable development and competition in difficult economic, environmental and social conditions. This study recommends the use of BIM and GIS technologies in the transformation to a smart city concept as well as the rehabilitation of existing cadres to enable them to use those technologies to achieve the goal of improving the quality of life and facilitating the daily lives of people. 展开更多
关键词 BIM GIS Sheikh Hamad CITY SMART CITY web 3D CITY model
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Web software reliability modeling with random impulsive shocks 被引量:1
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作者 Jianfeng Yang Ming Zhao Wensheng Hu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第2期349-356,共8页
As the web-server based business is rapidly developed and popularized, how to evaluate and improve the reliability of web-servers has been extremely important. Although a large num- ber of software reliability growth ... As the web-server based business is rapidly developed and popularized, how to evaluate and improve the reliability of web-servers has been extremely important. Although a large num- ber of software reliability growth models (SRGMs), including those combined with multiple change-points (CPs), have been available, these conventional SRGMs cannot be directly applied to web soft- ware reliability analysis because of the complex web operational profile. To characterize the web operational profile precisely, it should be realized that the workload of a web server is normally non-homogeneous and often observed with the pattern of random impulsive shocks. A web software reliability model with random im- pulsive shocks and its statistical analysis method are developed. In the proposed model, the web server workload is characterized by a geometric Brownian motion process. Based on a real data set from IIS server logs of ICRMS website (www.icrms.cn), the proposed model is demonstrated to be powerful for estimating impulsive shocks and web software reliability. 展开更多
关键词 web software software reliability growth model(SRGM) change-point (CP) impulsive shocks geometric Brown-ian motion.
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