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An Introduction to Data Capturing

An Introduction to Data Capturing

引用

International Symposium on Electronic Commerce and Security

作者： Liqiang Zhang Huanguo Zhang Computer School Wuhan University of China Hubei China State Key Laboratory of Software Engineering Wuhan University of China Hubei China

ISBN: (纸本)9780769532585

Data capturing has been the foundation of many network critical application, such as intrusion detection system and network management application. This paper introduces how to implement data capturing in different network situations, including wired LAN and wireless LAN; introduces the data capturing engines in both Unix and Windows system and compares the differences between them, presents the critical techniques of data capturing used in high-speed network, introduces how to discover data capturing behavior in network and finally point out the trend of the future development.

关键词： Local area networks Switches Kernel Engines Band pass filters Ethernet networks Hardware

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Functional Ontology of Routing Reputation for MANET

Functional Ontology of Routing Reputation for MANET

引用

International Conference on Wireless Communications, Networking and Mobile Computing (WiCom)

作者： Wei Guo Zhong-Wei Xiong Ren-Zuo Xu College of Computer Science Wuhan University Wuhan China State Key Lab. of Software Engineering Wuhan University Wuhan China

The nature of mobile ad hoc networks make the routing is highly dependent on cooperate behavior between nodes, and using reputation mechanism can enforce cooperation among the nodes to prevent selfish behavior. This article proposes a functional ontology for reputation routing mechanisms base on node behavior. In this ontology, the functional structures and conceptualize that compose the reputation routing mechanism are identified. At the end of this paper, an ontological view of routing reputation query also has been proposed to describe the inner relationships of the reputation routing discovery, which try to prove the dependability of routing relationships that established between independent nodes based on their routing reputation.

关键词： Ontologies Mobile ad hoc networks Routing protocols software engineering Collaboration Educational institutions computer science Ad hoc networks Relays Mechanical factors

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Study on adaptive intrusion detection engine based on gene expression programming rules

Study on adaptive intrusion detection engine based on gene e...

引用

International Conference on computer Science and software engineering, CSSE 2008

作者： Wan, Tang Yang, Xi-Min Yang, Cao So, Won-Ho School of Electronic Information Wuhan Univ. Wuhan 430070 China State Key Laboratory Software Engineering Wuhan 430070 China Dept. of Computer Science South-Central Univ. for Nationalities Wuhan 430074 China Dept. of Computer Education Sunchon National Univ. Sunchon 540-742 Korea Republic of

ISBN: (纸本)9780769533360

High false alarm rate and time-space cost of rule extraction and detection limit the application of machine learning in real Intrusion Detection System (IDS), and IDS cannot satisfy most system performance requirements simultaneously. In this paper, a Constraint-based Gene Expression Programming Rule Extraction Algorithm (CGREA) is proposed which guarantees the validity of rules and reduces the evolution time through grammar constraint and probability restriction. Additionally, an Adaptive Intrusion Detection Engine (AIDE) is applied to automatically renew the detected order of rules according to the performance metric. The KDD CUP'99 DATA is used for evaluation and results show that the rules, which are extracted by the CGREA algorithm within a few evolution generations, can not only achieve high detection rate but also detect unknown attacks. Moreover, the AIDE based on CGREA increases the attack detection rate, and adapts itself to different performance requirements with different sequences of rule detection. © 2008 IEEE.

关键词： Intrusion detection

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一种基于粒子的牛顿流体与粘弹性流体统一模拟方法

一种基于粒子的牛顿流体与粘弹性流体统一模拟方法

引用

第六届智能CAD与数字娱乐学术会议

作者： Chang Yuanzhang 常元章 Liu Youquan 柳有权 Bao Kai 鲍凯 Zhu Jian 朱鉴 Wu Enhua 吴恩华中国科学院软件研究所计算机科学国家重点实验室北京 100190 School of Information Engineering Chang'an University Xi'an 710064 China 澳门大学科技学院电脑与资讯科学系澳门 State Key Laboratory of Computer Science Institute of Software Chinese Academy of Sciences Beijing 100190 China Department of Computer and Information Science University of Macau Macao China 长安大学信息工程学院西安710064

在越来越受到人们关注的基于物理流体的动画领域中，目前分别模拟牛顿流体或粘弹性流体的方法很多，但很少有统一模拟两者的方法。文中基于光滑粒子流体的动力学方法，通过对传统纳维-斯托克斯方程添加弹性应力项，提出了一种新的统一... 详细信息

在越来越受到人们关注的基于物理流体的动画领域中，目前分别模拟牛顿流体或粘弹性流体的方法很多，但很少有统一模拟两者的方法。文中基于光滑粒子流体的动力学方法，通过对传统纳维-斯托克斯方程添加弹性应力项，提出了一种新的统一模拟牛顿流体和粘弹性流体的方法。通过实验说明本方法不仅有效，易于实现，而且具有良好的可控性，仅仅通过调节参数就可以模拟不同粘弹性、不同类型的流体现象。

关键词：计算机图形学光滑粒子流体动力学牛顿流体粘弹性流体纳维-斯托克斯方程弹性应力

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A Grid and Density-Based Clustering Algorithm for Processing Data Stream

A Grid and Density-Based Clustering Algorithm for Processing...

引用

International Conference on Genetic and Evolutionary Computing (WGEC)

作者： Chen Jia ChengYu Tan Ai Yong State Key Laboratory of Software Engineering Wuhan University of China Wuhan China Computer School Wuhan University of China Wuhan Hubei China

ISBN: (纸本)9780769533346

This paper proposes DD-Stream, a framework for density-based clustering stream data. The algorithm adopts a density decaying technique to capture the evolving data stream and extracts the boundary point of grid by the DCQ-means algorithm. Our method resolving the problem of evolving automatic clustering of real-time data streams, cannot only find arbitrary shaped clusters with noise, but also avoid the clustering quality problems caused by discarding the boundary point of grid, our algorithm has better scalability in processing large-scale and high dimensional stream data as well.

关键词： Clustering algorithms Heuristic algorithms Data mining Distance measurement Algorithm design and analysis Shape Noise

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SpecVAT: Enhanced Visual Cluster Analysis

SpecVAT: Enhanced Visual Cluster Analysis

引用

IEEE International Conference on Data Mining (ICDM)

作者： Liang Wang Xin Geng James Bezdek Christopher Leckie Ramamohanarao Kotagiri School of Engineering University of Melbourne VIC Australia School of Computer Science & Engineering South-East University China State Key Laboratory for Novel Software Technology Nanjing University China

Given a pairwise dissimilarity matrix D of a set of objects, visual methods such as the VAT algorithm (for visual analysis of cluster tendency) represent (D macr )as an image (D macr ) where the objects are reordered to highlight cluster structure as dark blocks along the diagonal of the image. A major limitation of such visual methods is their inability to highlight cluster structure in 1(D macr ) when D contains clusters with highly complex structure. In this paper, we address this limitation by proposing a Spectral VAT (SpecVAT) algorithm, where D is mapped to D' in an embedding space by spectral decomposition of the Laplacian matrix, and then reordered to D' using the VAT algorithm. We also propose a strategy to automatically determine the number of clusters in (D macr '), as well as a method for cluster formation from (D macr ') based on the difference between diagonal blocks and off-diagonal blocks. We demonstrate the effectiveness of our algorithms on several synthetic and real-world data sets that are not amenable to analysis via traditional VAT.

关键词： Clustering algorithms Algorithm design and analysis Data mining Image analysis Data engineering Data analysis Partitioning algorithms Pixel Australia computer science

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Steady states and Critical Behavior of Epidemic Spreading on Complex Networks

Steady States and Critical Behavior of Epidemic Spreading on...

引用

7th World Congress on Intelligent Control and Automation (WCICA 2008), vol.9

作者： Shujuan Peng Yuanxiang Li Bojin Zheng Department of Computer School State Key Laboratory of Software Engineering Wuhan University of China Wuhan Hubei China Department of Computer School South Central University of Nationalities Wuhan Hubei China

In this paper, we derive the interaction Markov chains (IMC) mean-field equations for dynamics of the epidemic spreading susceptible-infected-recovery (SIR) model that takes place on top of complex homogeneous and heterogeneous networks. These equations are solved numerically by means of a stochastic approach. We use these equations to examine the threshold behaviour and dynamics of the model on small-world and scale-free networks. Theoretical and numerically analysis show that in homogeneous networks the model exhibits a critical threshold in the epidemic spreading rate below which it cannot diffuse in the system. In the case of SF networks, on the other hand, this threshold becomes vanishingly small in the limit of infinite system size. The results indicate the critical threshold value for SIR epidemic is greatly decided by the network topology and scale-free networks are prone to the spreading epidemics. We present analytical and Monte Carlo calculations for both small-world and scale-free networks and compare the results with those obtained by the numerical method, which shows stochastic numerical approach (SNA) can save memory and get the fast exploration. For small-world networks, we find different reconnection probability values p will affect the epidemic spreading speed but no influence for the final statement.

关键词： Interaction Markov chains Epidemic spreading Threshold value Monte-Carlo simulation Stochastic numerical approach

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Mitigating energy holes based on transmission range adjustment in wireless sensor networks 5

Mitigating energy holes based on transmission range adjustme...

引用

5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2008

作者： Song, Chao Cao, Jiannong Liu, Ming Zheng, Yuan Gong, Haigang Chen, Guihai School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu610054 China Department of Computing Internet and Mobile Computing Laboratory Hong Kong Polytechnic University Hong Kong Hong Kong State Key Laboratory for Novel Software Technology Nanjing University Nanjing210093 China

ISBN: (纸本)9789639799264

In a wireless sensor network (WSN), the energy hole problem is a key factor which affects the lifetime of the networks. In a WSN with circular multi-hop deployment (modeled as concentric coronas), sensors in one corona have the same transmission range termed as the transmission range of this corona, and different coronas have different transmission ranges, which compose a list termed as transmission range list. Based on our improved corona model with levels, we propose that a right transmission range of each corona is the decision factor for optimizing network lifetime after nodes deployment. We prove that searching optimal transmission range lists is a multi-objective optimization problem (MOP), which is NP hard. We propose a centralized algorithm and a distributed algorithm to build the transmission range list for different node distributions. The two algorithms can not only reduce the searching complexity but also obtain results approximated to the optimal solution. Furthermore, the simulation results indicate that the network lifetime under our solution approximates to that ensured by the optimal list. Compared with existing algorithms, our solution can make the network lifetime be extended more than two times longer. © Copyright 2008 ICST.

关键词： Sensor nodes

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Constructing a Degree-Constrained Low Delay Application Layer Multicast Tree

Constructing a Degree-Constrained Low Delay Application Laye...

引用

The 4th International Conference on Wireless Communications, Networking and Mobile Computing(第四届IEEE无线通信、网络技术及移动计算国际会议)

作者： Tan Chen Baosong Shan Xin Xiong State Key Laboratory of Software Development Environment Beijing University of Aeronautics and Astro State Key Laboratory of Software Development Environment Beijing University of Aeronautics and Astro School of Computer Science and Engineering Zhengzhou University of Light Industry Zhengzhou China

Application layer multicast is probably the most efficient scheme to sustain the group communication for delay sensitive applications in Internet due to its rapid deployment. However, the problem of building a degree-constrained minimum delay application layer multicast tree is proven to be NP-hard. In this paper, we investigate this optimization problem and propose a distributed protocol to explore the method of constructing distribution tree based on members' relative position in underlying network, which utilizes physical network topology information to assist the optimizing of delivery tree through employing proximity aware technique for overlay network. Evaluation results show our scheme achieves efficiency as well as may support real time applications effectively.

关键词： Delay Network topology Peer to peer computing Application software Buildings Programming Optimization methods Large-scale systems computer science Aerospace industry

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Design and Implementation of an Integrity Measurement System Based on Windows Trusted Computing Platform

Design and Implementation of an Integrity Measurement System...

引用

International Conference for Young computer Scientists, ICYCS

作者： Yang Yang Huanguo Zhang Li Wan Bingyu Zou School of Computer Wuhan University of China Wuhan China State Key Lab of Software Engineering Wuhan University of China Wuhan China Key Laboratory of Aerospace Information Security and Trust Computing Ministry of Education Wuhan China

This paper presents the design and implementation of an integrity measurement system based on Windows trusted computing platform. The trust chain is established from the BIOS up to the application layer, where the executable codes are taken the load-time measurements before execution. And the measurement system can generate an integrity proof for TPM-based remote attestation. In order to accurately reflect runtime integrity of critical applications, a light weight Clark-Wilson model is introduced for verify information flow integrity guarantee. Our experimental system strengthens the security posture of the platform. With the analysis of the tradeoff between performance and security, our system gives great consideration to the impact which the measurements cause to system performance.

关键词： software measurement Information security Runtime Performance analysis Operating systems Kernel computer architecture Grid computing Invasive software computer viruses

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