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Title: :  Detection of DoS Attack Using Multivariate Correlation Analysis
PaperId: :  2925
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2925
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Miss Smita N.Shendge. Computer Department,AEC,Beed
Mr. Prasad R.Kulkarni.Computer Department,AEC,Beed

Abstract

network security
Denial-of-Service attack,DDoS attack network traffic characterization, multivariate correlations , triangle area.
The huge number of Internet users and services are increases. All important services which are based on Internet needs to be maintained properly so that the users can avail them whenever they need. If the services are not available in time it will create a crisis. As the numbers of hosts in Internet are increasing, the threats to it are also increasing. Denial of Service (DoS) is the most deadly threats rising in Internet. Web services require security and stability and from these two concerns there are some methods that can disorientate DoS attack from ash crowd and trace the sources of the attack in large amount of traffic in network. But it is difficult to detect the exact sources of DoS attacks in traffic of network when crowd event is also present. After analyzing the characteristics of DoS attacks and the existing Algorithms to detect DoS attacks, In this Paper proposes a detecting and tracing algorithm for DoS attacks based on Multivariate correlation Analysis and triangle map generation. The proposed approach focuses majorly on the efficiency and scalability features with minimum overhead in terms of resources and time, removal of traffic pattern dependency, increase in detection rate between DoS and ash crowd and also trace the sources of DoS attack.

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IJARIIE Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. "Detection of DoS Attack Using Multivariate Correlation Analysis" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 1019-1023
MLA Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. "Detection of DoS Attack Using Multivariate Correlation Analysis." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 1019-1023.
APA Miss Smita N.Shendge. , & Mr. Prasad R.Kulkarni.. (2016). Detection of DoS Attack Using Multivariate Correlation Analysis. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 1019-1023.
Chicago Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. "Detection of DoS Attack Using Multivariate Correlation Analysis." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 1019-1023.
Oxford Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. 'Detection of DoS Attack Using Multivariate Correlation Analysis', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 1019-1023. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Detection_of_DoS_Attack_Using_Multivariate_Correlation_Analysis_ijariie2925.pdf (Accessed : ).
Harvard Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. (2016) 'Detection of DoS Attack Using Multivariate Correlation Analysis', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 1019-1023IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Detection_of_DoS_Attack_Using_Multivariate_Correlation_Analysis_ijariie2925.pdf (Accessed : )
IEEE Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni., "Detection of DoS Attack Using Multivariate Correlation Analysis," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 1019-1023, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Detection_of_DoS_Attack_Using_Multivariate_Correlation_Analysis_ijariie2925.pdf [Accessed : ].
Turabian Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. "Detection of DoS Attack Using Multivariate Correlation Analysis." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Miss Smita N.Shendge. , and Mr. Prasad R.Kulkarni.. Detection of DoS Attack Using Multivariate Correlation Analysis. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(4) : 1019-1023. Available from: http://ijariie.com/AdminUploadPdf/Detection_of_DoS_Attack_Using_Multivariate_Correlation_Analysis_ijariie2925.pdf
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