Volume- 2
Issue- 2
Year- 2014
Mr.Akshay Dattatray Shete, , Mr.Sudhanshu S. Gonge,
An assault on a network that overflows it with so many requests that regular traffic is either decelerated or entirely interrupted. Unlike a virus or worm, this can cause severe damage to databases. A Distributed Denial of service (DDos) attack can employ hundreds or even thousands of computers that have been previously flooded by HTTP GET packet. The massive amounts of data that collect over time which problematic to analyze using common database management tools. Big data includes activity logs (machine generated data) which consist of unstructured format capture from web. The repository is continuously challenged as Big data increases exponentially where security is one of the challenging and harmful concerns. To handle Big data, Hadoop technology takes cardinal part in analysis. I have proposed detection of DDos attack by using Counter based algorithm and Access Pattern algorithm which will implement using Map Reduce in Hadoop framework. Besides, we are predicting future behavior of attacker by means of analytical & statistical results.
[1] S. Byers, A. D. Robin and D. Kormann. “Defending against an internet-based attack on the physical world”. ACM Transactions on Internet Technology, 4(3): 239-254, August 2004.
[2] Jinghe Jin, NazarovNodir, Chaetae Im , SeungYeob Nam,” Mitigating http get flooding attacks through modified net fpga reference router” 1-st Asia NetFPGA Developers Workshop, June 13–14, 2010, Daejeon, Korea
[3] http://en.wikipedia.org/wiki/Apache_Hadoop
[4] T. White, Hadoop: The Definitive Guide. O’Reilly Media, Inc., USA, 2009
[5] Hae-Duck J. Jeong, WooSeok Hyun*, Jiyoung Lim, and IlsunYou ”Anomaly teletraffic intrusion detection systems on hadoop-based platforms survey of some problems and solutions” 2012 15th International Conference on Network-Based information system
[6] Yeonhee Lee and Youngseok Lee “Detecting ddos attacks with hadoop”, ACM Student Workshop, December 6 2011, Tokyo, Japan
[7] http://www.tableue.com/dashboards
Third year student of I.T. Department, KJ’s,Trinity College of Engineering and Research,Pune-48, Pune, India, 9561978898., (E-mail: akshay.s0890@gamil.com).
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