Review Papers | Computer Science & Engineering | India | Volume 6 Issue 12, December 2017
Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS
Dhanasekaran R, Balaji P
Nowadays the security is very important for our Computer system networks. Here we use Distributed Denial of Services (DDoS) and it act as a second line of defense in a protected network and looking for threats and its data recorded in a computer. We developed LAMSTAR DDoS a neural network used to know methods of normal and intrusive activities, to classify observed system activities and compared the performance of LAMSTAR DDoS with other classification techniques using 5 classes of KDDCup99 data. LAMSTAR DDoS shows performance is better at a rate of high Computational Complexity, Training time and testing time, when compared to other classification techniques (Binary Tree classifier, RBF classifier, and Gaussian Mixture classifier). We reduce the Complexity of LAMSTAR DDoS by defining the dimension of the data using principal component analysis which in turn the training and testing time gets reduced with performance is same.
Keywords: Binary Tree Classifier, Gaussian Mixture, Distributed Denial of Service, LAMSTAR, Radial Basis Function
Edition: Volume 6 Issue 12, December 2017
Pages: 1757 - 1761
How to Cite this Article?
Dhanasekaran R, Balaji P, "Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20179141, Volume 6 Issue 12, December 2017, 1757 - 1761
12 PDF Views | 15 PDF Downloads
Video Lecture of Above Article is Not Available Yet
You be the First to Request! Press the Button below!
Similar Articles with Keyword 'Gaussian Mixture'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1907 - 1913Human Gait Recognition Using Multisvm Classifier
Saranya Sasidharan, Smitha K S, Minu Thomas
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1686 - 1689A Survey on Enhanced Energy Efficient Data Gathering Scheme in Wireless Sensor Network
R. Mehala, Dr. A. Balamurugan
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 751 - 754Performance Evaluation of Cluster Based Algorithm used for Text Document Classification
Rohit S. Patil, Manish Bhardwaj
Review Papers, Computer Science & Engineering, India, Volume 6 Issue 12, December 2017
Pages: 1757 - 1761Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS
Dhanasekaran R, Balaji P
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2212 - 2213A Survey Paper of Proximity-Based Security Techniques for Mobile Users in Wireless Networks Multi Level Location Based Session Aggregator
Shripadrao Biradar, Chetna Salame
Similar Articles with Keyword 'LAMSTAR'
Review Papers, Computer Science & Engineering, India, Volume 6 Issue 12, December 2017
Pages: 1757 - 1761Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS
Dhanasekaran R, Balaji P
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 12, December 2013
Pages: 324 - 330A Fuzzy Pattern Application in Multiple Disease Diagnosis on Large Database: Review
Namrata D. Ghuse, S. R. Gupta
Similar Articles with Keyword 'Radial Basis Function'
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 2, February 2017
Pages: 2174 - 2179Fingerprint Authentication using Adaptive RBF
Fremina James, Dr. Prasanna V Kumar, Manoj Kumar Singh
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013
Pages: 123 - 128Hybrid Approach For Image Search Reranking
Sabitha M G, R Hariharan
Review Papers, Computer Science & Engineering, India, Volume 6 Issue 12, December 2017
Pages: 1757 - 1761Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS
Dhanasekaran R, Balaji P
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 385 - 388A Classifier System for Unwanted Message Filtering From O.S.N User Space
Sneha R. Harsule, Mininath K. Nighot
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 824 - 829A Deep Comparative Study between Different Neural Networks Classifiers
Alka Kumari, Ankita Sharma