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Title: :  Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout
PaperId: :  2566
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2566
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ronak AgrawalAISSMS IOIT
Ganesh TalekarAISSMS IOIT
Shriganesh MundeAISSMS IOIT
Akshaysingh ChandelAISSMS IOIT
D. S. ZingadeAISSMS IOIT

Abstract

Computer Engineering
K-means, Artificial Neural Network, Fuzzy , Bayesian Network, Apache Mahout.
As in today’s world the network has become more vulnerable to the attacks so there is a need of making the network more secure and our project is an initiative process towards it. In our project we have computed the probabilities of the attacks and intrusions which have been detected. In market there are plenty of different IDS available but none of the distributed type. Many of them make use of pattern matching and different complex algorithms but this makes the system slow. So for proper intrusion detection in distributed network we are making use of the concepts like K-means clustering, Fuzzy , Artificial neural network, Bayesian Learning, Apache Mahout.

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IJARIIE Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. "Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 3104-3110
MLA Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. "Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 3104-3110.
APA Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, & D. S. Zingade. (2016). Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 3104-3110.
Chicago Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. "Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 3104-3110.
Oxford Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. 'Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 3104-3110. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Heuristic_Framework_for_Network_Attack_Detection_Using_Fuzzy_ANN_and_Apache_Mahout_ijariie2566.pdf (Accessed : 04 October 2016).
Harvard Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. (2016) 'Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 3104-3110IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Heuristic_Framework_for_Network_Attack_Detection_Using_Fuzzy_ANN_and_Apache_Mahout_ijariie2566.pdf (Accessed : 04 October 2016)
IEEE Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade, "Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 3104-3110, May-Jun 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Heuristic_Framework_for_Network_Attack_Detection_Using_Fuzzy_ANN_and_Apache_Mahout_ijariie2566.pdf [Accessed : 04 October 2016].
Turabian Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. "Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (04 October 2016).
Vancouver Ronak Agrawal, Ganesh Talekar, Shriganesh Munde, Akshaysingh Chandel, and D. S. Zingade. Heuristic Framework for Network Attack Detection Using Fuzzy ANN and Apache Mahout. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 04 October 2016]; 2(3) : 3104-3110. Available from: http://ijariie.com/AdminUploadPdf/Heuristic_Framework_for_Network_Attack_Detection_Using_Fuzzy_ANN_and_Apache_Mahout_ijariie2566.pdf
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