Data collection for attack detection and security measurement in Mobile Ad Hoc Networks: A survey

Gao Liu, Zheng Yan*, Witold Pedrycz

*Corresponding author for this work

Research output: Contribution to journalReview Articlepeer-review

34 Citations (Scopus)
91 Downloads (Pure)

Abstract

Mobile Ad Hoc Network (MANET) is becoming one type of major next generation wireless networks. Nevertheless, it easily suffers from various attacks due to its specific characteristics. In order to evaluate and measure the security of MANET in real time and make this network react accordingly, a promising alternative is to integrate detection mechanisms that play a role of the second line of defense to detect attacks in MANETs. We note that in most attack detection mechanisms, it is essential and crucial to collect the data related to security for further analysis. If security-related data collection is untrustworthy, attack detection and security measurement might be impacted and disabled. Unfortunately, few existing studies concern security-related data collection in attack detection for the purpose of trustworthy security measurement. The literature lacks a thorough survey on security-related data collection for attack detection and security measurement in MANETs. In this paper, we propose a number of requirements for trustworthy security-related data collection, and then review detection mechanisms in MANETs that were published in recent 20 years. In particular, we employ the proposed requirements as a set of criteria to evaluate the existing work about security-related data collection. Based on the survey and evaluation, we identify a number of open issues and point out future research directions.

Original languageEnglish
Pages (from-to)105-122
Number of pages18
JournalJournal of Network and Computer Applications
Volume105
DOIs
Publication statusPublished - 1 Mar 2018
MoE publication typeA2 Review article in a scientific journal

Keywords

  • Data collection
  • Intrusion detection
  • MANETs
  • Security measurement

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