Early DDoS Detection Based on Data Mining Techniques

作者: Konstantinos Xylogiannopoulos , Panagiotis Karampelas , Reda Alhajj

DOI: 10.1007/978-3-662-43826-8_15

关键词:

摘要: … can be detected and characterized as a potential DDoS attack. Such analysis allows to use our method as an early warning system of DDoS attack that can help to stop the attack at the …

参考文章(18)
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj, Pattern Detection and Analysis in Financial Time Series Using Suffix Arrays Springer, Boston, MA. pp. 129- 157 ,(2012) , 10.1007/978-1-4614-3773-4_5
Mihui Kim, Hyunjung Na, Kijoon Chae, Hyochan Bang, Jungchan Na, A Combined Data Mining Approach for DDoS Attack Detection Lecture Notes in Computer Science. ,vol. 3090, pp. 943- 950 ,(2004) , 10.1007/978-3-540-25978-7_95
Udi Manber, Gene Myers, Suffix arrays: a new method for on-line string searches symposium on discrete algorithms. pp. 319- 327 ,(1990) , 10.5555/320176.320218
K. F. Xylogiannopoulos, P. Karampelas, R. Alhajj, Minimization of Suffix Array's Storage Capacity for Periodicity Detection in Time Series international conference on tools with artificial intelligence. ,vol. 1, pp. 307- 313 ,(2012) , 10.1109/ICTAI.2012.49
Hamza Rahmani, Nabil Sahli, Farouk Kamoun, DDoS flooding attack detection scheme based on F-divergence Computer Communications. ,vol. 35, pp. 1380- 1391 ,(2012) , 10.1016/J.COMCOM.2012.04.002
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj, Analyzing very large time series using suffix arrays Applied Intelligence. ,vol. 41, pp. 941- 955 ,(2014) , 10.1007/S10489-014-0553-X
Fei Wang, Hailong Wang, Xiaofeng Wang, Jinshu Su, A new multistage approach to detect subtle DDoS attacks Mathematical and Computer Modelling. ,vol. 55, pp. 198- 213 ,(2012) , 10.1016/J.MCM.2011.02.025
Konstantinos F. Xylogiannopoulos, Panagiotis Karampelas, Reda Alhajj, Periodicity data mining in time series using Suffix Arrays ieee international conference on intelligent systems. pp. 172- 181 ,(2012) , 10.1109/IS.2012.6335132
Jaehak Yu, Hyunjoong Kang, DaeHeon Park, Hyo-Chan Bang, Do Wook Kang, An in-depth analysis on traffic flooding attacks detection and system using data mining techniques Journal of Systems Architecture. ,vol. 59, pp. 1005- 1012 ,(2013) , 10.1016/J.SYSARC.2013.08.008
Dongqi Wang, Zhu yufu, Jia Jie, A multi-core based DDoS detection method international conference on computer science and information technology. ,vol. 4, pp. 115- 118 ,(2010) , 10.1109/ICCSIT.2010.5564969