DDoS detection with non-iterative Apriori algorithm
Yu Min · Journal of Computer Applications · 2011
An improved non-iterative Apriori algorithm was proposed to detect Distributed Denail of Service(DDoS) attacks.An one-step intersection operation was used to process network packets within the specific time range,and the strong correlation rules of the packets were studied so as to achieve the quick detection of DDoS atttacks.In comparison with current algorithms,it shows better performance in efficiency and storage space in detection of DDoS attacks.Experimental results on DARPA data-sets show the algorithm is able to detect DDoS effectively.