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Design And Implementation Of Network Security Warning System Based On Network Behavior Analysis

Posted on:2017-03-24Degree:MasterType:Thesis
Country:ChinaCandidate:Q Q TangFull Text:PDF
GTID:2308330488961562Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
With all the progresses and the massive popularization in computer network technology field, our society has entered an information age. Meanwhile,how to maintain the stability of network operating is crucial, especially to reduce the great loses caused by human factors. Therefore, management and supervision authorities should focus on study people’s network behavior, analyze all the consequences follows and inform all the people about network security related tips.Based on the current research status, this paper focus on analyzing people’s behavior, especially the common methods and counter measures of the people’s malicious network using behavior and the solution accordingly. Meanwhile, this article proposes an idea of network using patterns by measuring and analyzing the network using behavior, and designs a network security forecast system based on the analysis of network using behavior in order to find out new solutions.According to the research of the operation model, this article combines processing with data mining model, which is mainly composed of clustering model and association model. The former is capable to classify similar information in one group based on its characters and support the research of operation model in reasonable way, when processing innumerable integrated information from NetFlow. Involving in anticipation on operation model, this article can obtain the relation among operation models and search a logical and effective the subsequent operation model to finish the anticipation by drawing the picture of application model.Researching and planning the network security forecast and emergency response system which is based on the online behaviors is the key point in this article. This system is able to monitor the internet data, discover the abnormal behavior, give warning and dispose timely as well as guarantee customers’normal surfing. The purpose of this article is to research and analyse model feature of online behavior, set up corresponding database, then begin data mining and analysis, classify and predict user’s behavior and give the assessment report, finally the general frame of network security forecast system and the structural functions from its subsystems has been formed, which is based on online behaviors.
Keywords/Search Tags:Network behavior, Network security warning, Network traffic anomaly, Data mining, Net Flow
PDF Full Text Request
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