This work implements two anomaly detection algorithms for detecting Transmission Control Protocol Synchronized (TCP SYN) flooding attack. The two algorithms are an adaptive threshold algorithm and a cumulative sum (CUSUM) based algorithm. Furthermore, we fused the outcomes of the two algorithms using the logic OR operator at different thresholds of the two algorithms to obtain improved detection accuracy. Indeed, the results indicated that the OR operator performs better than the two algorithms in detecting SYN flooding attack and detection delay.
Reference:
Mkuzangwe, N.N.P. McDonald, A. and Nelwamondo, F.V. 2015. Implementation of anomaly detection algorithms for detecting transmission control protocol synchronized flooding attacks. In: 12th International Conference on Fuzzy Systems and Knowledge Discovery, 15-17 August 2015, Zhangjiajie, China
Mkuzangwe, N. N., McDonald, A., & Nelwamondo, F. V. (2015). Implementation of anomaly detection algorithms for detecting transmission control protocol synchronized flooding attacks. IEEE. http://hdl.handle.net/10204/8565
Mkuzangwe, Nenekazi NP, A McDonald, and Fulufhelo V Nelwamondo. "Implementation of anomaly detection algorithms for detecting transmission control protocol synchronized flooding attacks." (2015): http://hdl.handle.net/10204/8565
Mkuzangwe NN, McDonald A, Nelwamondo FV, Implementation of anomaly detection algorithms for detecting transmission control protocol synchronized flooding attacks; IEEE; 2015. http://hdl.handle.net/10204/8565 .
12th International Conference on Fuzzy Systems and Knowledge Discovery, 15-17 August 2015, Zhangjiajie, China. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, please consult the publisher's website.
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