Mkuzangwe, Nenekazi NPMcDonald, Andre MNelwamondo, Fulufhelo V2016-06-272016-06-272015-08Mkuzangwe, 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, Chinahttp://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7382282&tag=1http://hdl.handle.net/10204/856512th 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.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.enTCP SYN Flooding attackAnomaly detection algorithmsDetection probabilityFalse alarm rateDetection delayConference PresentationMkuzangwe, 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/10204/8565Mkuzangwe, 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/10204/8565Mkuzangwe 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 .TY - Conference Presentation AU - Mkuzangwe, Nenekazi NP AU - McDonald, A AU - Nelwamondo, Fulufhelo V AB - 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. DA - 2015-08 DB - ResearchSpace DP - CSIR KW - TCP SYN Flooding attack KW - Anomaly detection algorithms KW - Detection probability KW - False alarm rate KW - Detection delay LK - https://researchspace.csir.co.za PY - 2015 T1 - Implementation of anomaly detection algorithms for detecting transmission control protocol synchronized flooding attacks TI - Implementation of anomaly detection algorithms for detecting transmission control protocol synchronized flooding attacks UR - http://hdl.handle.net/10204/8565 ER -