First International Conference on Availability, Reliability and Security (ARES'06)最新文献_第4页

Feasibility of multi-protocol attacks 多协议攻击的可行性

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.63

C. Cremers

引用次数: 59

Diversity to enhance autonomic computing self-protection 增强自主计算的多样性自我保护

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.55

Michael Jarrett, R. Seviora

引用次数: 3

Modeling permissions in a (U/X)ML world (U/X)ML世界中的建模权限

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.84

Muhammad Alam, R. Breu, M. Hafner

引用次数: 35

A selector method for providing mobile location estimation services within a radio cellular network 一种用于在无线蜂窝网络内提供移动位置估计服务的选择器方法

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.16

Junyang Zhou, J. Ng

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引用次数: 5

Identifying intrusions in computer networks with principal component analysis 用主成分分析法识别计算机网络入侵

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.73

Wei Wang, R. Battiti

{"title":"Identifying intrusions in computer networks with principal component analysis","authors":"Wei Wang, R. Battiti","doi":"10.1109/ARES.2006.73","DOIUrl":"https://doi.org/10.1109/ARES.2006.73","url":null,"abstract":"Most current anomaly intrusion detection systems (IDSs) detect computer network behavior as normal or abnormal but cannot identify the type of attacks. Moreover, most current intrusion detection methods cannot process large amounts of audit data for real-time operation. In this paper, we propose a novel method for intrusion identification in computer networks based on principal component analysis (PCA). Each network connection is transformed into an input data vector. PCA is employed to reduce the dimensionality of the data vectors and identification is handled in a low dimensional space with high efficiency and low use of system resources. The normal behavior is profiled based on normal data for anomaly detection and models of each type of attack are built based on attack data for intrusion identification. The distance between a vector and its reconstruction onto those reduced subspaces representing the different types of attacks and normal activities is used for identification. The method is tested with network data from MIT Lincoln labs for the 1998 DARPA intrusion detection evaluation program and testing results show that the model is promising in terms of identification accuracy and computational efficiency for real-time intrusion identification.","PeriodicalId":106780,"journal":{"name":"First International Conference on Availability, Reliability and Security (ARES'06)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129851725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 117

Improving security management through passive network observation 通过被动网络观察改进安全管理

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.74

Yohann Thomas, Hervé Debar, B. Morin

引用次数: 12

Highly adaptable dynamic quorum schemes for managing replicated data 用于管理复制数据的高适应性动态仲裁方案

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.72

C. Storm, Oliver E. Theel

引用次数: 2

Modeling dependable systems using hybrid Bayesian networks 基于混合贝叶斯网络的可靠系统建模

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.83

M. Neil, Manesh Tailor, N. Fenton, D. Marquez, P. Hearty

引用次数: 84

Defense trees for economic evaluation of security investments 安全投资经济评价的防御树

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.46

Stefano Bistarelli, F. Fioravanti, Pamela Peretti

引用次数: 173

Choosing the right wireless LAN security protocol for the home and business user 为家庭和企业用户选择正确的无线局域网安全协议

First International Conference on Availability, Reliability and Security (ARES'06) Pub Date : 2006-04-20 DOI: 10.1109/ARES.2006.42

C. Maple, H. Jacobs, M. Reeve

引用次数: 9