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Title: :  A Novel Approach for Modeling and Detection of Camouflaging Worm
PaperId: :  1375
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 4 2015
DUI:    16.0415/IJARIIE-1375
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vivek B DubaleGovernment Polytechnic Beed
Syed A. H.Aditya Engineering college Beed
Kulkarni P. R.Aditya Engineering College

Abstract

Network Security
C worm, psd, d-dos
The C-Worm is different from traditional worms because of its ability to intelligently manipulate its scan traffic volume over time. Thereby, the C-Worm camouflages its propagation from existing worm detection systems based on analyzing the propagation traffic generated by worms. We analyze characteristics of the C-Worm and conduct a comprehensive comparison between its traffic and non-worm traffic (background traffic). We observe that these two types of traffic are barely distinguishable in the time domain. However, their distinction is clear in the frequency domain, due to the recurring manipulative nature of the C-Worm. Motivated by our observations, we design a novel spectrum-based scheme to detect the C-Worm. Our scheme uses the Power Spectral Density (PSD) distribution of the scan traffic volume and its corresponding Spectral Flatness Measure (SFM) to distinguish the C-Worm traffic from background traffic. Using a comprehensive set of detection metrics and real-world traces as background traffic, we conduct extensive performance evaluations on our proposed spectrum-based detection scheme.

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IJARIIE Vivek B Dubale, Syed A. H., and Kulkarni P. R.. "A Novel Approach for Modeling and Detection of Camouflaging Worm" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 4 2015 Page 611-619
MLA Vivek B Dubale, Syed A. H., and Kulkarni P. R.. "A Novel Approach for Modeling and Detection of Camouflaging Worm." International Journal Of Advance Research And Innovative Ideas In Education 1.4(2015) : 611-619.
APA Vivek B Dubale, Syed A. H., & Kulkarni P. R.. (2015). A Novel Approach for Modeling and Detection of Camouflaging Worm. International Journal Of Advance Research And Innovative Ideas In Education, 1(4), 611-619.
Chicago Vivek B Dubale, Syed A. H., and Kulkarni P. R.. "A Novel Approach for Modeling and Detection of Camouflaging Worm." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 4 (2015) : 611-619.
Oxford Vivek B Dubale, Syed A. H., and Kulkarni P. R.. 'A Novel Approach for Modeling and Detection of Camouflaging Worm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, 2015, p. 611-619. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Modeling_and_Detection_of_Camouflaging_Worm_ijariie1375_volume_1_14_page_611_619.pdf (Accessed : ).
Harvard Vivek B Dubale, Syed A. H., and Kulkarni P. R.. (2015) 'A Novel Approach for Modeling and Detection of Camouflaging Worm', International Journal Of Advance Research And Innovative Ideas In Education, 1(4), pp. 611-619IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Modeling_and_Detection_of_Camouflaging_Worm_ijariie1375_volume_1_14_page_611_619.pdf (Accessed : )
IEEE Vivek B Dubale, Syed A. H., and Kulkarni P. R., "A Novel Approach for Modeling and Detection of Camouflaging Worm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, pp. 611-619, Sep-Oct 2015. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Modeling_and_Detection_of_Camouflaging_Worm_ijariie1375_volume_1_14_page_611_619.pdf [Accessed : ].
Turabian Vivek B Dubale, Syed A. H., and Kulkarni P. R.. "A Novel Approach for Modeling and Detection of Camouflaging Worm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 4 ().
Vancouver Vivek B Dubale, Syed A. H., and Kulkarni P. R.. A Novel Approach for Modeling and Detection of Camouflaging Worm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : ]; 1(4) : 611-619. Available from: http://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Modeling_and_Detection_of_Camouflaging_Worm_ijariie1375_volume_1_14_page_611_619.pdf
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