Statistical-based filtering system against DDOS attacks in cloud computing

Pourya Shamsolmoali, Masoumeh Zareapoor

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

45 Scopus citations

Abstract

A Distributed Denial of Service (DDOS) attack can make huge damages to resources and access of the resources to genuine users. Offered defending system cannot be easily applied in cloud computing due to their relatively low competence and wide storage. In this work we presented statistical technique to detect and filter DDOS attacks. The proposed model requires small storage and ability of fast detection. The obtained results show that our model has the ability to mitigate most of TCP attacks. Detection accuracy and Time consumption were the metrics used to evaluate the performance of our proposed model. From the simulation results, it is visible our algorithms achieve high detection accuracy (97%) with fewer false alarms.

Original languageEnglish
Title of host publicationProceedings of the 2014 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014
EditorsSougata Mukherjea, Dilip Krishnaswamy, Peter Mueller, Douglas E. Comer, Bhawna Mallick, Axel Sikora, Sabu M. Thampi
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1234-1239
Number of pages6
ISBN (Electronic)9781479930791
DOIs
StatePublished - 26 Nov 2014
Externally publishedYes
Event3rd International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014 - Delhi, India
Duration: 24 Sep 201427 Sep 2014

Publication series

NameProceedings of the 2014 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014

Conference

Conference3rd International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014
Country/TerritoryIndia
CityDelhi
Period24/09/1427/09/14

Keywords

  • Cloud Security
  • Distributed Denial-of-Service (DDOS)
  • Filtering
  • Information Divergence

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