Detection of Abnormal Weak Correlated Data in Network Communication Based on Feature Analysis,ERICDATA高等教育知識庫
高等教育出版
熱門: 崔雪娟  王美玲  李明昆  王善边  黃昱倫  黃乃熒  
高等教育出版
首頁 臺灣期刊   學校系所   學協會   民間出版   大陸/海外期刊   政府機關   學校系所   學協會   民間出版   DOI註冊服務
閱讀全文
篇名
Detection of Abnormal Weak Correlated Data in Network Communication Based on Feature Analysis
並列篇名
Detection of Abnormal Weak Correlated Data in Network Communication Based on Feature Analysis
作者 Shufen LiuXuejun MaZhixiang Hou
英文摘要
With the continuous development and expansion of electronic technology, network communication began to appear abnormal communication, and abnormal network communication generated by weak correlation data is difficult to be eliminated. In order to solve the above problems, this paper proposes a detection method of abnormal weak correlation data in network communication based on feature analysis. The proposed method updates the basic detection principle of the traditional method and adds the steps to set abnormal weak correlation data feature types by using association rule to get more difference features between normal and abnormal data. The method tests abnormal flow data by using Netflow system, unifies data format, and extracts abnormal weak correlation data feature in abnormal flow according to coarse grain size representation. The information entropy is used to define the standard information entropy of abnormal weak correlation data. The weak correlation data is detected in fractal dimension for different time periods, and anomaly detection results are obtained. Experimental results show that the proposed method can effectively improve the adaptive ability of network communication.
起訖頁 2079-2087
關鍵詞 Network communicationWeak correlation dataFeature analysisAssociation rulesInformation entropyAnomaly detection
刊名 網際網路技術學刊  
期數 201812 (19:7期)
出版單位 台灣學術網路管理委員會
DOI 10.3966/160792642018121907011   複製DOI
QR Code
該期刊
上一篇
A Homomorphic MAC-based Secure Data Aggregation Scheme for Wireless Sensor Networks
該期刊
下一篇
Multi-fractal Modeling of Network Video Traffic and Performance Analysis

高等教育知識庫  閱讀計畫  教育研究月刊  新書優惠  

教師服務
合作出版
期刊徵稿
聯絡高教
高教FB
讀者服務
圖書目錄
教育期刊
訂購服務
活動訊息
數位服務
高等教育知識庫
國際資料庫收錄
投審稿系統
DOI註冊
線上購買
高點網路書店 
元照網路書店
博客來網路書店
教育資源
教育網站
國際教育網站
關於高教
高教簡介
出版授權
合作單位
知識達 知識達 知識達 知識達 知識達 知識達
版權所有‧轉載必究 Copyright2011 高等教育文化事業股份有限公司  All Rights Reserved
服務信箱:edubook@edubook.com.tw 台北市館前路 26 號 6 樓 Tel:+886-2-23885899 Fax:+886-2-23892500