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作者:

Tian Zhihong (Tian Zhihong.) | Jiang Wei (Jiang Wei.) | Li Yang (Li Yang.) | Dong Lan (Dong Lan.)

收录:

Scopus SCIE CSCD

摘要:

Network intrusion forensics is an important extension to present security infrastructure, and is becoming the focus of forensics research field. However, comparison with sophisticated multi-stage attacks and volume of sensor data, current practices in network forensic analysis are to manually examine, an error prone, labor-intensive and time consuming process. To solve these problems, in this paper we propose a digital evidence fusion method for network forensics with Dempster-Shafer theory that can detect efficiently computer crime in networked environments, and fuse digital evidence from different sources such as hosts and sub-networks automatically. In the end, we evaluate the method on well-known KDD Cup 1999 dataset. The results prove our method is very effective for real-time network forensics, and can provide comprehensible messages for a forensic investigators.

关键词:

dempster-shafer theory digital evidence fusion network forensics security

作者机构:

  • [ 1 ] [Tian Zhihong]Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China
  • [ 2 ] [Jiang Wei]Beijing Univ Technol, Coll Comp Sci, Beijing 100124, Peoples R China
  • [ 3 ] [Jiang Wei]Natl Univ Def Technol, Sch Comp, Changsha 410073, Hunan, Peoples R China
  • [ 4 ] [Li Yang]Haier Grp, Qingdao 266000, Peoples R China
  • [ 5 ] [Dong Lan]Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100029, Peoples R China

通讯作者信息:

  • [Tian Zhihong]Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China

电子邮件地址:

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来源 :

CHINA COMMUNICATIONS

ISSN: 1673-5447

年份: 2014

期: 5

卷: 11

页码: 91-97

4 . 1 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:133

JCR分区:4

中科院分区:4

被引次数:

WoS核心集被引频次: 13

SCOPUS被引频次: 17

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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